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Paper Citation Record · LEDGER

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making

As of 11 August 2026, this Paper Citation Record lists 100 of 115 outbound references and 1 inbound Pith citation observation for arXiv:2501.16627.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2501.16627 v1

Coverage vector

measured 100 of 115 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T11:58:01.760180Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:35:49.939264Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-08T13:35:51.228142Z

Reference resolution

100 of 115 outbound references displayed

  • verified exact10
  • verified fuzzy43
  • unresolved47
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6bccf5b9-7216-4c75-875c-a29b5a32412a · outbound

This paper cites Elements of chronic disease management service system: an empirical study from large hospitals in china.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Elements of chronic disease management service system: an empirical study from large hospitals in china

Reference 1

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source=pdf_text observed=2026-08-10T11:58:01.316615Z digest=sha256:cec81179b443bc2ffd7f2b58409179ebbf2528f9aff4a2b1ea0b2653c0377477

Observation 4f77566f-f73c-47a5-9a34-74cd95f76e26 · outbound

This paper cites Characteristics of self-care inter- ventions for patients with a chronic condition: A scoping review.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Characteristics of self-care inter- ventions for patients with a chronic condition: A scoping review

Reference 2

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source=pdf_text observed=2026-08-10T11:58:01.321483Z digest=sha256:66c6ef956fd833b3a0555f1d3b3d7300b57ef52d54bd0a33e3a4c9e1894ba868

Observation d7b7cd67-0ac3-4903-bb6b-82a3b64c1c8d · outbound

This paper cites Artificial intelligence: the future for diabetes care.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Artificial intelligence: the future for diabetes care

Reference 3

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Observation f4f8f9ff-43a1-46a7-b258-c7da9a656cc0 · outbound

This paper cites Type 2 diabetes and cognitive dysfunction—towards effective management of both comorbidities.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Type 2 diabetes and cognitive dysfunction—towards effective management of both comorbidities

Reference 4

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source=pdf_text observed=2026-08-10T11:58:01.330570Z digest=sha256:9ec4103558bd0203aeb70c363c9297f7d1a68a4a13be2365e604c03c8a5489a2

Observation 9c0313c3-d125-4260-8eeb-48aa70464a2f · outbound

This paper cites Self-management: a comprehensive approach to management of chronic conditions.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Self-management: a comprehensive approach to management of chronic conditions

Reference 5

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source=pdf_text observed=2026-08-10T11:58:01.335437Z digest=sha256:87c9fd7c5234f6c81d3da7eaec8541ca5eb08fb42fd70b1937300ef639a331e4

Observation 3543a9df-3aaa-40de-9ff9-370d1f3031d8 · outbound

This paper cites From Glucose Patterns to Health Outcomes: A Generalizable Foundation Model for Continuous Glucose Monitor Data Analysis.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making From Glucose Patterns to Health Outcomes: A Generalizable Foundation Model for Continuous Glucose Monitor Data Analysis

Reference 6

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local_arxiv, observed 2026-08-10T11:58:02.295378Z

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source=pdf_text observed=2026-08-10T11:58:01.340768Z digest=sha256:6b77b6c75b9eee9407c59aa624cac73dbeb4fc13139db26ff33a673de1c157f1

Observation 6d809fde-c699-4519-9b9b-2f8c26e0b24c · outbound

This paper cites Data-driven allocation of preventive care with application to diabetes mellitus type ii.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Data-driven allocation of preventive care with application to diabetes mellitus type ii

Reference 7

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source=pdf_text observed=2026-08-10T11:58:01.345969Z digest=sha256:47743d07d1ba7aa77eda4dad36f2061648f0ce2bbc2b6793eadbe21ef2e689c1

Observation 96fe4e61-deaf-489b-b4d7-58c5448d540a · outbound

This paper cites Ai-supported insulin dosing for type 2 diabetes.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Ai-supported insulin dosing for type 2 diabetes

Reference 8

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Observation 9fd7b8cf-760f-4ca8-8e07-cff4294d4dde · outbound

This paper cites Machine learning tools for long-term type 2 diabetes risk prediction.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Machine learning tools for long-term type 2 diabetes risk prediction

Reference 9

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source=pdf_text observed=2026-08-10T11:58:01.354225Z digest=sha256:8c63b4890633f94ec4c8ee1e7e0bb741aac73ed99aaf141e67a33154609bb9e5

Observation 19b51af4-a0cf-48d2-b12b-a21d124a184d · outbound

This paper cites Integrated image-based deep learning and lan- guage models for primary diabetes care.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Integrated image-based deep learning and lan- guage models for primary diabetes care

Reference 10

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source=pdf_text observed=2026-08-10T11:58:01.358215Z digest=sha256:9da1528e1f4a10cdd309ae3309b5699043335ea03c969843a71e155f0f710d55

Observation 21627bad-3a98-47a7-b112-2324160fba05 · outbound

This paper cites Open (clinical) llms are sensitive to instruction phrasings.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Open (clinical) llms are sensitive to instruction phrasings

Reference 11

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Observation 507763ba-2559-44e6-bd82-53fcd60d1ea5 · outbound

This paper cites Recommenda- tions for initial diabetic retinopathy screening of diabetic patients using large language model-based artificial intelligence in real-life case scenarios.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Recommenda- tions for initial diabetic retinopathy screening of diabetic patients using large language model-based artificial intelligence in real-life case scenarios

Reference 12

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source=pdf_text observed=2026-08-10T11:58:01.366379Z digest=sha256:04a04b5b7a5173d8e2e9d2f9b95a37b4031543836e44592bc14f2390380dca3d

Observation 733a2de7-df08-49fa-972a-9b37dd035b12 · outbound

This paper cites Llm-powered multimodal ai conversations for diabetes prevention.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Llm-powered multimodal ai conversations for diabetes prevention

Reference 13

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source=pdf_text observed=2026-08-10T11:58:01.370220Z digest=sha256:a4cac14ee0c7388bac3c04daa227457031f65a97a2a77800b91d8b97e3e942d4

Observation dfe0bf5d-88d2-49a2-8cdf-ea10e466b266 · outbound

This paper cites Multimodal llms for health grounded in individual- specific data.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Multimodal llms for health grounded in individual- specific data

Reference 14

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source=pdf_text observed=2026-08-10T11:58:01.374258Z digest=sha256:1896f1d686596ada4dcfc43fc21c4359971738d35f9fbf1b642ef41eb0dc9b38

Observation 003dd9ca-8974-4b1e-88eb-25d1bd71670a · outbound

This paper cites A trust based framework for the envelopment of medical ai.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making A trust based framework for the envelopment of medical ai

Reference 15

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source=pdf_text observed=2026-08-10T11:58:01.378281Z digest=sha256:2ebda6b30ebe22d0e5ca4bf93b2e1274a996e0a53c9f79c9d62b1e0fdccda482

Observation f47e9414-cfbc-4f6d-af31-cf4d81b6f547 · outbound

This paper cites Trust in ai and its role in the acceptance of ai technologies.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Trust in ai and its role in the acceptance of ai technologies

Reference 16

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source=pdf_text observed=2026-08-10T11:58:01.382148Z digest=sha256:5d17e37d529294bc96a8d471aca8651b1d347bb00e0e34e353c83d37d8f99824

Observation ed904d0f-e3f1-409e-992b-9c661ef91e55 · outbound

This paper cites Trust and medical ai: the challenges we face and the expertise needed to overcome them.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Trust and medical ai: the challenges we face and the expertise needed to overcome them

Reference 17

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source=pdf_text observed=2026-08-10T11:58:01.386103Z digest=sha256:2123941d83f34e3cb953c94890379b8337fec19168750d104eff0b695b39078a

Observation 6ae26f8a-5845-4e6e-98d0-79d9851457df · outbound

This paper cites People over trust AI-generated medical responses and view them to be as valid as doctors, despite low accuracy.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making People over trust AI-generated medical responses and view them to be as valid as doctors, despite low accuracy

Reference 18

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source=pdf_text observed=2026-08-10T11:58:01.390212Z digest=sha256:b8f97fca0e0e8a618c8e623b46fbf920a41e8383e050f932161d83986e357875

Observation 7168e93f-4240-4abe-870f-cdd74a4aa497 · outbound

This paper cites Effect of confidence and explanation on accuracy and trust calibration in ai-assisted decision making.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Effect of confidence and explanation on accuracy and trust calibration in ai-assisted decision making

Reference 19

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source=pdf_text observed=2026-08-10T11:58:01.394966Z digest=sha256:743f92a552f9b190af4b923a4a1e534a5ab5622e8eb5639249eca069eeb08b92

Observation 212e90d2-3d3c-4f2e-a875-41a291c8f034 · outbound

This paper cites Human reliance on machine learning models when performance feedback is limited: Heuristics and risks.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Human reliance on machine learning models when performance feedback is limited: Heuristics and risks

Reference 20

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source=pdf_text observed=2026-08-10T11:58:01.398736Z digest=sha256:26ab8fc8867e7995daa9c737b37e871a0a835e17ac8a6bd6aeb7baa376423945

Observation 60aa04f2-645b-4379-9e8c-07a00ec61437 · outbound

This paper cites Artificial intelligence trust, risk and security management (ai trism): Frameworks, applications, challenges and future research directions.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Artificial intelligence trust, risk and security management (ai trism): Frameworks, applications, challenges and future research directions

Reference 21

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source=pdf_text observed=2026-08-10T11:58:01.402701Z digest=sha256:7127dc372c73f86a1013b70aa4492226026a1f1dd4ea3cae186fb955c011401b

Observation 5fed734d-a555-4f41-852d-96bcfb2595d4 · outbound

This paper cites How transparency modulates trust in artificial intelligence.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making How transparency modulates trust in artificial intelligence

Reference 22

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source=pdf_text observed=2026-08-10T11:58:01.406554Z digest=sha256:0ccdfe4ea9fa2faa4ec7853c5fa5151e22135295feb54950972062d5265b9c53

Observation 545365c5-2454-4822-ba83-0dfab8ab7e38 · outbound

This paper cites Bridging the gap between ethics and practice: guidelines for reliable, safe, and trustworthy human-centered ai systems.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Bridging the gap between ethics and practice: guidelines for reliable, safe, and trustworthy human-centered ai systems

Reference 23

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source=pdf_text observed=2026-08-10T11:58:01.410634Z digest=sha256:5546531d26ae3b04915c9291c45bc718a86885c84a04608e3dcc40403a5fe733

Observation f7f6029f-d851-4982-8a83-d5abbf87ec11 · outbound

This paper cites Designing interpretable ml system to enhance trust in healthcare: A systematic review to proposed responsible clinician-ai-collaboration framework.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Designing interpretable ml system to enhance trust in healthcare: A systematic review to proposed responsible clinician-ai-collaboration framework

Reference 24

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source=pdf_text observed=2026-08-10T11:58:01.414750Z digest=sha256:76a8690f4584ef24db8d9e5d0d464d283d8b22fa337479c50d404776a31fe8b6

Observation 6b275d82-1fc6-45ae-95cc-480ea2658abe · outbound

This paper cites Artificial intelligence and human trust in healthcare: focus on clinicians.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Artificial intelligence and human trust in healthcare: focus on clinicians

Reference 25

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source=pdf_text observed=2026-08-10T11:58:01.419098Z digest=sha256:e02cdbbeea37f0e6cf4cc6560768e93125db258c6c51a54f39d2299a5d37c8dd

Observation 6d8c208c-a629-4142-ba97-0d0459729408 · outbound

This paper cites Who should i trust: Ai or myself? leveraging human and ai correctness likelihood to promote appropriate trust in ai-assisted decision-making.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Who should i trust: Ai or myself? leveraging human and ai correctness likelihood to promote appropriate trust in ai-assisted decision-making

Reference 26

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source=pdf_text observed=2026-08-10T11:58:01.423203Z digest=sha256:0e2cfb0d3120ad7890070abd04d00ce5c5fa684af1f2c2eec67971813428172f

Observation aa50791e-9ea2-4d5e-93dc-6f5a2f53c479 · outbound

This paper cites To trust or to think: cognitive forcing functions can reduce overreliance on ai in ai-assisted decision-making.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making To trust or to think: cognitive forcing functions can reduce overreliance on ai in ai-assisted decision-making

Reference 27

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source=pdf_text observed=2026-08-10T11:58:01.428957Z digest=sha256:6763241c7eb270e79b118421df7b3696ca924c966a37e5efc46214eed4b4dd55

Observation e4395675-23c1-45cf-a72d-19ef65d96ab2 · outbound

This paper cites Does the whole exceed its parts? the effect of ai explanations on complementary team performance.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Does the whole exceed its parts? the effect of ai explanations on complementary team performance

Reference 28

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source=pdf_text observed=2026-08-10T11:58:01.435985Z digest=sha256:41522fdc885888dbc4fe0947e2f56f161763321a1164d43f697c499f785b9784

Observation b18fc3ca-6295-4a40-880a-cf747fb644ae · outbound

This paper cites Overconfident and unconfident ai hinder human-ai collaboration.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Overconfident and unconfident ai hinder human-ai collaboration

Reference 29

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source=pdf_text observed=2026-08-10T11:58:01.440325Z digest=sha256:66b731c41802c854372ab50d4481c87609cf4d255c245dceb6cff61249318add

Observation b4ade55b-9246-45bd-83d0-44f1065ac276 · outbound

This paper cites Do people engage cognitively with ai? impact of ai assistance on incidental learning.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Do people engage cognitively with ai? impact of ai assistance on incidental learning

Reference 30

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source=pdf_text observed=2026-08-10T11:58:01.444456Z digest=sha256:70b1791e24c3c9f518d09f9150d9e067dfdd047d36bafa86449178ce4ed5d349

Observation e05142f4-0a31-42e6-93b2-5fd095eea392 · outbound

This paper cites Explainable arti- ficial intelligence (xai): What we know and what is left to attain trustworthy artificial intelligence.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Explainable arti- ficial intelligence (xai): What we know and what is left to attain trustworthy artificial intelligence

Reference 31

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source=pdf_text observed=2026-08-10T11:58:01.448703Z digest=sha256:a3b01cc38b8163c98ca8af58a8ccbe5ccc562eaf87b01e54ba254cc35434d8f1

Observation dbf06526-b943-4437-960d-9afb347b4787 · outbound

This paper cites Explainable ai (xai): Core ideas, techniques, and solutions.ACM Computing Surveys, 55(9):1–33, 2023.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Explainable ai (xai): Core ideas, techniques, and solutions.ACM Computing Surveys, 55(9):1–33, 2023

Reference 32

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source=pdf_text observed=2026-08-10T11:58:01.452791Z digest=sha256:a51ff0923b0ac229d38a392b978ceb86bbdd5e531ab5ce3b55a4a4e3d85d25f6

Observation a7ebc3e4-3831-4596-8edc-73131b31aa5c · outbound

This paper cites Dissenting explanations: Leveraging disagreement to reduce model overreliance.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Dissenting explanations: Leveraging disagreement to reduce model overreliance

Reference 33

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source=pdf_text observed=2026-08-10T11:58:01.456705Z digest=sha256:fb8ab6d1b67e7a77a65bec886cb41ae7ff2475de4817c44e95c24a9f12ce082f

Observation 2d7fc934-5abf-4103-93b8-919de571803b · outbound

This paper cites Vera Liao, Larry Chan, I-Hsiang Lee, Michael Muller, and Mark O Riedl.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Vera Liao, Larry Chan, I-Hsiang Lee, Michael Muller, and Mark O Riedl

Reference 34

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source=pdf_text observed=2026-08-10T11:58:01.460617Z digest=sha256:3788484ec9547a628d6c418465e94ccbdd6a743e2413538118685c718e12585f

Observation 693efd4b-9552-4b28-95b4-6daa0eb9b387 · outbound

This paper cites Understanding user reliance on ai in assisted decision-making.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Understanding user reliance on ai in assisted decision-making

Reference 35

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source=pdf_text observed=2026-08-10T11:58:01.465597Z digest=sha256:56bd77f2af2b03f8bc33d90e879f9a45db6a293584a251d90718e66425020bdb

Observation 27439c26-7d19-43ef-b6c9-f29eced12dcb · outbound

This paper cites Algorithm appreciation: People prefer algorithmic to human judgment.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Algorithm appreciation: People prefer algorithmic to human judgment

Reference 36

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T11:58:01.469852Z digest=sha256:fd1fdfa015f6b9ee831d3ffc6b415083fa5e391db066a3dfccb68afdefbfb5a5

Observation 0d8b9763-8fc2-4de6-a494-29ea31d898fc · outbound

This paper cites Thinking, fast and slow.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Thinking, fast and slow

Reference 37

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no resolver link, observed 2026-08-10T11:58:01.474357Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T11:58:01.474357Z digest=sha256:59483edce267f84d31fb074819abd16633b4fb3d1f9fa5dd7ebc81a8536e56f1

Observation 6591c1b2-60c0-4be3-90a0-a6f409c6f26f · outbound

This paper cites Optimizing human-ai collaboration: Effects of motivation and accuracy information in ai-supported decision-making.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Optimizing human-ai collaboration: Effects of motivation and accuracy information in ai-supported decision-making

Reference 38

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no resolver link, observed 2026-08-10T11:58:01.478350Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T11:58:01.478350Z digest=sha256:3354fdce3cb5403cd32da8b742f4717e15d28d954e72f2bc53b58a5d30363077

Observation ba131e1b-d810-4a70-88ca-bcc4f67a333b · outbound

This paper cites Designing for responsible trust in ai systems: A communication perspective.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Designing for responsible trust in ai systems: A communication perspective

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:03.239077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.482160Z digest=sha256:3ddc5ad7b614bb50def3395e52d02993c98ff4ce5c393a207a1aa6e5f810c104

Observation bd37ab76-f98b-4743-9310-ba23808fcc8b · outbound

This paper cites Human-Centered Explainable AI (XAI): From Algorithms to User Experiences.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Human-Centered Explainable AI (XAI): From Algorithms to User Experiences

Reference 40

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no resolver link, observed 2026-08-10T11:58:01.486402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T11:58:01.486402Z digest=sha256:b45b76252d6867f02dc72b6f6563ae2729cc03dade259c6c74e09342e355143b

Observation 661a9cda-a5fe-4e28-9906-5390a713b9a2 · outbound

This paper cites Explanations can reduce overreliance on ai systems during decision-making.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Explanations can reduce overreliance on ai systems during decision-making

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:03.221252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.491031Z digest=sha256:32ab189a08594fbc0913896183516995e19791933f0f08722b1eede971a7779b

Observation b629894d-3047-4b98-91e9-88cdbe490676 · outbound

This paper cites Vera Liao, Jennifer Wortman Vaughan, and Gagan Bansal.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Vera Liao, Jennifer Wortman Vaughan, and Gagan Bansal

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:03.207868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.495434Z digest=sha256:269bf2ba36dd04aa5426ef56f757dda39b89a6dded7be71236101e6e5cff8f37

Observation 48a2e33f-a006-4c1b-ac29-f3165993c880 · outbound

This paper cites Dual-process cognitive interven- tions to enhance diagnostic reasoning: a systematic review.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Dual-process cognitive interven- tions to enhance diagnostic reasoning: a systematic review

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:03.195311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.499533Z digest=sha256:bc0803a5d074eabf89832401090f85c2f9d4fcd53e98101ef0869dccc1ec1b06

Observation 1dd52ddb-bd8d-4095-a8e8-b585f893734a · outbound

This paper cites The role of explanations on trust and reliance in clinical decision support systems.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making The role of explanations on trust and reliance in clinical decision support systems

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:03.182646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.503670Z digest=sha256:d75f008974089c1837246b751af35406ee403ea4cc8caacb3080827f9af8da1d

Observation 01300da5-1969-4adf-acb9-a9458ff2be77 · outbound

This paper cites How machine-learning recommendations influence clinician treatment selections: the example of antidepressant selection.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making How machine-learning recommendations influence clinician treatment selections: the example of antidepressant selection

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:03.171076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.508043Z digest=sha256:a68302f94a0d6c02023f088a5dd4f76193b5edb1ec8d91394c9611b3f810ebec

Observation 48d54c92-c7ba-4374-a2c0-fc28f34d83e9 · outbound

This paper cites On human predictions with explanations and predictions of machine learning models: A case study on deception detection.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making On human predictions with explanations and predictions of machine learning models: A case study on deception detection

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:03.160133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.512080Z digest=sha256:fa3e347f52abfef985ae629687ddb09bfa7df1c7fd27a90270234221dd82c4b3

Observation d03641a3-533c-4a1e-adea-5d1dfdf753ac · outbound

This paper cites Wilcoxon signed-rank test.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Wilcoxon signed-rank test

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:03.147452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.516130Z digest=sha256:9220424a13de8a93d861988bf12b7ad07fc20715658fa7d130ccd7a3853d7ea3

Observation 8acca71c-48a5-467c-8033-2b4906bd1596 · outbound

This paper cites Dealing with information overload: a comprehen- sive review.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Dealing with information overload: a comprehen- sive review

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:03.133995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.519902Z digest=sha256:4e556fc274edefb21d558b40e330ebdf5a90846ff110090ff8932a3488f5b488

Observation 3bbe00bd-b58b-408f-a0d8-088f3ffbe508 · outbound

This paper cites Explainable artificial intelligence for mental health through transparency and interpretability for understandability.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Explainable artificial intelligence for mental health through transparency and interpretability for understandability

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:03.121355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.523728Z digest=sha256:e45cc83af539e350cc4b15e781d50867790ab9eda57a4f326a31af085b790d0d

Observation 4d66ccf7-688d-4ff0-bd15-6584419adf90 · outbound

This paper cites XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-08-10T11:58:02.089868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.530960Z digest=sha256:3855de08d60397af6232e4dee68b5da85b274b017615e069ecc1eaa52e796d50

Observation fd37f03e-d10b-4baa-ada6-ef25e82703cf · outbound

This paper cites an unresolved cited work.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:58:03.108486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.535922Z digest=sha256:205a0dad4093467cc60dc435cc55bc87472927b477e02a272d97e04780d9c22b

Observation ae31a927-9903-4c6f-8f05-75fcddabfd7e · outbound

This paper cites Effects of multimodal explanations for autonomous driving on driving performance, cognitive load, expertise, confidence, and trust.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Effects of multimodal explanations for autonomous driving on driving performance, cognitive load, expertise, confidence, and trust

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:03.096846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.540860Z digest=sha256:47a0545337d725c531d85f87cad7d23a81116b962aed07bd31c6003cf8bf75d8

Observation a4bcf746-6c31-41e7-a01e-8478108a8093 · outbound

This paper cites User Decision Guidance with Selective Explanation Presentation from Explainable-AI.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making User Decision Guidance with Selective Explanation Presentation from Explainable-AI

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-08-10T11:58:02.072203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.544726Z digest=sha256:dbdf9884727acefee51b3eee8e59c8a5a12d07add6452f1c39c3af575e0d76f6

Observation f6a7763a-18d9-4827-84ab-8f8d72213497 · outbound

This paper cites Incremental xai: Memorable understanding of ai with incremental explanations.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Incremental xai: Memorable understanding of ai with incremental explanations

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:03.084455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.549088Z digest=sha256:6075683478c75609ab17d2e8d054ab5956e9b5443aae7dae5fc2d91e5577fd28

Observation 95263bb2-1b28-49e0-b288-bc7fd121f533 · outbound

This paper cites Towards human-centered explainable ai: A survey of user studies for model explanations.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Towards human-centered explainable ai: A survey of user studies for model explanations

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:03.071989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.553717Z digest=sha256:fbb32478766cab9a726de614489608115845987786540f8b25b060f189e76961

Observation 946bb59b-5df5-4254-a3fd-e66b2d7f8c80 · outbound

This paper cites Mental labour.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Mental labour

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:03.060074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.558100Z digest=sha256:3219d3673bd4306348949201755cedf10335aceaa61aae647cd9bca53498e983

Observation c9bf1765-088b-4040-9957-dada64382c76 · outbound

This paper cites Teaching categories to human learners with visual explanations.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Teaching categories to human learners with visual explanations

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:03.047366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.562685Z digest=sha256:d26615fb133e577d0c8876368aa8d4857c00e719dad8440ab8a2d4856b9fd2c1

Observation 9ce6846f-7e0d-401e-aa78-52e5ec441886 · outbound

This paper cites an unresolved cited work.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:58:03.033000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.567274Z digest=sha256:c69d18e74284f0060d588ea8f502d34c0ca78730cb1a6a819730c5b0b2e19ca5

Observation 890e47de-c611-44c7-8833-e757fd3bf1f7 · outbound

This paper cites Glassman, Jeremy Scott, Rishabh Singh, Philip J.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Glassman, Jeremy Scott, Rishabh Singh, Philip J

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:03.019648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.572134Z digest=sha256:904c8973fb6289c25ab523f9ade2a6cea9fc1b8c0edc1587d815adb209d9f313

Observation 5399484c-d9a8-4a63-9a0f-0adce91d4a55 · outbound

This paper cites an unresolved cited work.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:58:03.008275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.575843Z digest=sha256:34d808a31930b567c47a536b0cced6856117e3fed79b649055c145c170a720d4

Observation f62d9a83-6b07-4530-ab9e-39b60da87a99 · outbound

This paper cites Exploring the Effect of Explanation Content and Format on User Comprehension and Trust in Healthcare.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Exploring the Effect of Explanation Content and Format on User Comprehension and Trust in Healthcare

Reference 61

Resolution
verified exact
local_arxiv, observed 2026-08-10T11:58:02.054568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.579434Z digest=sha256:409c62083756a48e0602c58be1ac4d69fc2d760c3b83531536840287ceb63783

Observation 8e2658f7-ef4b-4956-bd2f-c38645dd40d0 · outbound

This paper cites Facilitating Human-LLM Collaboration through Factuality Scores and Source Attributions.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Facilitating Human-LLM Collaboration through Factuality Scores and Source Attributions

Reference 62

Resolution
verified exact
local_arxiv, observed 2026-08-10T11:58:02.035116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.584357Z digest=sha256:af064bb56a15f9ba4da4ccfa0ae43f3e72db457182b738b5574f085474991683

Observation 016eb616-73ef-4620-82a6-915ec93f68d9 · outbound

This paper cites A diachronic perspective on user trust in ai under uncertainty.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making A diachronic perspective on user trust in ai under uncertainty

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.973182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.588444Z digest=sha256:efd63a180e2e8265fec1b1533f2c497b8144c74ad85278868483c8267a3ef609

Observation 2c9da8b9-2cef-4824-b17f-fb4177cb948f · outbound

This paper cites Human feedback is not gold standard.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Human feedback is not gold standard

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.913348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.592362Z digest=sha256:f98f29afc75c0072781905598843f9387fbcbdb5269526969e31b98cb2bc5d39

Observation 8197e873-b280-43f4-b54f-a8fb7ba3c096 · outbound

This paper cites Display signaling in augmented reality: Effects of cue reliability and image realism on attention allocation and trust calibration.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Display signaling in augmented reality: Effects of cue reliability and image realism on attention allocation and trust calibration

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.873373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.596129Z digest=sha256:ebef2a786f0ff652091333184eb59865c272ab9f5405906c9d193e564f8a35bf

Observation 518ae969-fa41-4cff-99fb-50fb609058fa · outbound

This paper cites When confidence meets accuracy: Exploring the effects of multiple perfor- mance indicators on trust in machine learning models.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making When confidence meets accuracy: Exploring the effects of multiple perfor- mance indicators on trust in machine learning models

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.858658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.600464Z digest=sha256:7aee0d68b8b6b7af5774e989a849019b91457e4b73888ad0bd7bd2df259c577a

Observation 9e7ecdde-e716-4d92-9c56-c41a4059e527 · outbound

This paper cites The role of decision confidence in advice-taking and trust formation.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making The role of decision confidence in advice-taking and trust formation

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.845566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.604910Z digest=sha256:9f3ef0a1dba7cc174e24c93f8012aa445f2db2be74d76ee41c45859bd84f13e3

Observation e2e5aede-3354-49c1-bffb-d50b9c0a227a · outbound

This paper cites are you really sure?.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making are you really sure?

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.832197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.608658Z digest=sha256:d522cc7af35d57efdf525c425ef40e7828353b3e4100c2e9074d5e3291ed67b3

Observation 9cf78555-9b58-4b5d-ae45-405778f6df5a · outbound

This paper cites What is ai literacy? competencies and design considerations.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making What is ai literacy? competencies and design considerations

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.815289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.612759Z digest=sha256:00dffc130b5341a1c4e4ba42704d6d6881554caf74b7087d646c5e42a7720c8c

Observation a4104760-b3ba-41e1-ab80-4c879a79c097 · outbound

This paper cites Untan- gling critical interaction with ai in students’ written assessment.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Untan- gling critical interaction with ai in students’ written assessment

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.791383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.621432Z digest=sha256:d7f7c69f4c7c0235b5c2d3903d94e127c481536f94698802c26024f98da18273

Observation a65b9e7b-4cea-437b-8582-02ba914d9196 · outbound

This paper cites A slow algorithm improves users’ assessments of the algorithm’s accuracy.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making A slow algorithm improves users’ assessments of the algorithm’s accuracy

Reference 71

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verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.778390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.625501Z digest=sha256:605bfcdfe6eebd1cbd34217201356577d9761d7919b73c0fdf687d8286dea1e8

Observation 33006806-d498-4f04-9365-dc084ebdf061 · outbound

This paper cites Varshney, Amit Dhurandhar, and Richard Tomsett.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Varshney, Amit Dhurandhar, and Richard Tomsett

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.764616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.631222Z digest=sha256:160805b43a826852ff906597040ad58ac11a9facec4b214c7d8e4b3d30393046

Observation 5a34bc21-eefc-4cbf-86c2-50142b9cf418 · outbound

This paper cites Visualization for Human-Centered AI Tools.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Visualization for Human-Centered AI Tools

Reference 73

Resolution
verified exact
local_arxiv, observed 2026-08-10T11:58:02.016063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.636191Z digest=sha256:0f6ffb1a78ce8992631f8d0b1ee9c185021bf4cb64fd9f875812a80850b06f9f

Observation 89ad6f68-64d4-4abe-900c-e3b3f7c0448e · outbound

This paper cites From Explainable to Interactive AI: A Literature Review on Current Trends in Human-AI Interaction.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making From Explainable to Interactive AI: A Literature Review on Current Trends in Human-AI Interaction

Reference 74

Resolution
verified exact
local_arxiv, observed 2026-08-10T11:58:01.997938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.641028Z digest=sha256:a6143d82e9b70666ecd1762cfda5ac5f531bc8b01688ca16032d65ec6dc2ce97

Observation 45703309-58d1-461d-bcee-a0c71cad90db · outbound

This paper cites Human-AI collaboration is not very collaborative yet: A taxonomy of interaction patterns in AI-assisted decision making from a systematic review.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Human-AI collaboration is not very collaborative yet: A taxonomy of interaction patterns in AI-assisted decision making from a systematic review

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-10T11:58:01.645308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T11:58:01.645308Z digest=sha256:136e61481b7dc78d5ca581152bb797e7ce06f5ae2de0088f31a73befb2eb85ad

Observation 40f4cf2a-084e-4bd5-8d37-472c470f1112 · outbound

This paper cites Improving human-ai collaboration with descriptions of ai behavior.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Improving human-ai collaboration with descriptions of ai behavior

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.744783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.650005Z digest=sha256:a4ef6ed36bdfc6a052460ab8f59881ca4d26433d639c530e7887ec986a9b31df

Observation babb3c88-de53-4023-a276-cb889eba1ba3 · outbound

This paper cites The human-AI relationship in decision-making: AI explanation to support people on justifying their decisions.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making The human-AI relationship in decision-making: AI explanation to support people on justifying their decisions

Reference 77

Resolution
verified exact
local_arxiv, observed 2026-08-10T11:58:01.967680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.654499Z digest=sha256:590b061f2544722d2fdc50af5fd95b1c553368e7122aadd74b3cf848cdd3e7c0

Observation 95d4accd-41ea-474e-b5e4-baf615cf4b82 · outbound

This paper cites Ramos, Christopher Meek, Patrice Y.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Ramos, Christopher Meek, Patrice Y

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.725403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.659312Z digest=sha256:e6b62db9982f3b07e8a74f89687eaf161986a0f6b9c6b9e4b5f3f899d25bd2dd

Observation e2b30556-4209-4ff6-8330-b26382753279 · outbound

This paper cites an unresolved cited work.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:58:02.712929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.663626Z digest=sha256:69aa6971f6751b3a7d1faa9b5a0c8f1750e168b78f19d452e0ed034d05238b80

Observation 4ada4cf7-4a27-4dcb-94c4-fa683daa4d8d · outbound

This paper cites Survey on visual analysis of event sequence data.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Survey on visual analysis of event sequence data

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.698419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.668116Z digest=sha256:a098b4b1eb83caa6cfbd7d9dc92765cc00046a86b2823bc33cc2445b4a6d14d4

Observation e5e69f2c-38f4-466e-8cb8-e9428a179b5f · outbound

This paper cites Russell, and Aaron Hertzmann.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Russell, and Aaron Hertzmann

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.683687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.672391Z digest=sha256:d32c5e895905c11606043751f98d6ad1a951a14c2bf87d63f60dae8f241d498d

Observation a4e2f686-607c-4a39-abf8-c526bb877258 · outbound

This paper cites Are explanations helpful? a comparative study of the effects of explanations in ai- assisted decision-making.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Are explanations helpful? a comparative study of the effects of explanations in ai- assisted decision-making

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.669612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.676571Z digest=sha256:ffb9a709cf1860aa281c69fb18d89650bb800a925454a872a4e4610a70f8c9b6

Observation fa862b0e-776f-459a-ac46-98a768e5d8a1 · outbound

This paper cites Comprehension Is a Double-Edged Sword: Over-Interpreting Unspecified Information in Intelligible Machine Learning Explanations.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Comprehension Is a Double-Edged Sword: Over-Interpreting Unspecified Information in Intelligible Machine Learning Explanations

Reference 83

Resolution
verified exact
local_arxiv, observed 2026-08-10T11:58:01.949125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.680704Z digest=sha256:54eede0e332b517e6e59ec34f2c220515b0e7fde87bba196e89c0cd55d9ee6f3

Observation 9c220cd9-33a9-42f5-aca2-1343c9f13a0b · outbound

This paper cites Are Visual Explanations Useful? A Case Study in Model-in-the-Loop Prediction.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Are Visual Explanations Useful? A Case Study in Model-in-the-Loop Prediction

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-10T11:58:01.684875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T11:58:01.684875Z digest=sha256:de1e4798fe3badd97e046c41d41e4441c33ecbeeb65421b06226521124398cb0

Observation d50357b0-8499-4651-a114-eb9ae4b75b4b · outbound

This paper cites Designing for Appropriate Reliance: The Roles of AI Uncertainty Presentation, Initial User Decision, and User Demographics in AI-Assisted Decision-Making.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Designing for Appropriate Reliance: The Roles of AI Uncertainty Presentation, Initial User Decision, and User Demographics in AI-Assisted Decision-Making

Reference 85

Resolution
verified exact
local_arxiv, observed 2026-08-10T11:58:01.915484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.689997Z digest=sha256:70d5c9082a3b58a83eed837bd6de8969b677ead7b4b613139856b34b0c0a9b79

Observation ea7a5fd0-30fc-4e14-beb1-bc11ef415ebb · outbound

This paper cites Toward transparent ai: A survey on interpreting the inner structures of deep neural networks.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Toward transparent ai: A survey on interpreting the inner structures of deep neural networks

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.655912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.695614Z digest=sha256:b4c6efe18a8cce1db76680d89d6978c8b700d0a78bb45d51129bd430ede37021

Observation 867f6121-9212-4019-8794-31406b4262d3 · outbound

This paper cites Study on the helpfulness of explainable artificial intelligence.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Study on the helpfulness of explainable artificial intelligence

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.643102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.700166Z digest=sha256:ac157e8c77cda7f626107c4e45f37f8899cdca0079190e77daf8ec7b45150a85

Observation 91059ffd-3933-4110-abf1-ab1d5e510390 · outbound

This paper cites an unresolved cited work.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:58:02.629535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.704115Z digest=sha256:d0a23ab3c1d0c365c9bc1d58811b478a45a7df0b33760b29fe1090a4187e2629

Observation fa87e460-25d5-496e-b404-18d9b33174dc · outbound

This paper cites The metacognitive demands and opportunities of generative ai.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making The metacognitive demands and opportunities of generative ai

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.616683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.708453Z digest=sha256:beb9c99ddf2026cf242bff9334d793f7132f5810e665c8f68d6ec7a233df6b8e

Observation 69f2d172-e4dc-40d7-97a0-2b1731ac39ae · outbound

This paper cites Manipulating and measuring model interpretability.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Manipulating and measuring model interpretability

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.596830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.713066Z digest=sha256:20d4b63e2ea1e2909361131455d27759d819f5c70a06077ebff09cbfdbdfad06

Observation 9eec8c06-be0a-437d-962f-d21fee41de1b · outbound

This paper cites Understanding the effect of out-of-distribution examples and inter- active explanations on human-ai decision making.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Understanding the effect of out-of-distribution examples and inter- active explanations on human-ai decision making

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.582350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.717476Z digest=sha256:bdd391818582e71bdf3e68c1dcf76b8e61157ef1d1162338f903a8a9f807a378

Observation f6d15f80-0439-4115-a03c-3fbeefbe76ed · outbound

This paper cites A critical analysis of cognitive load measurement methods for evaluating the usability of different types of interfaces: guidelines and framework for Human-Computer Interaction.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making A critical analysis of cognitive load measurement methods for evaluating the usability of different types of interfaces: guidelines and framework for Human-Computer Interaction

Reference 92

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no resolver link, observed 2026-08-10T11:58:01.721432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T11:58:01.721432Z digest=sha256:6444757f6c0727eec673dfe2b816f75e240073c6eb1e0b8ae7efe5f019a13824

Observation c444907b-6ef9-4895-8f46-95afedc27db9 · outbound

This paper cites Emerging Reliance Behaviors in Human-AI Content Grounded Data Generation: The Role of Cognitive Forcing Functions and Hallucinations.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Emerging Reliance Behaviors in Human-AI Content Grounded Data Generation: The Role of Cognitive Forcing Functions and Hallucinations

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-10T11:58:01.726305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T11:58:01.726305Z digest=sha256:71943194fc5f409d38a448c9f86e39c1ef96a0584dc9692b33ae46742e456b9f

Observation bbf0fe8d-abe4-414f-9ff6-90cbe6821f6d · outbound

This paper cites Adaptive cognitive mechanisms to maintain calibrated trust and reliance in automation.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Adaptive cognitive mechanisms to maintain calibrated trust and reliance in automation

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.566255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.731104Z digest=sha256:a879f8da2a89dd77ab83966b98f4ab03616b912500bbc19b353d2724ce784cd2

Observation 7e639115-eee6-4bcb-82bd-e9915e465287 · outbound

This paper cites Evaluating the utility of conformal prediction sets for ai-advised image labeling.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Evaluating the utility of conformal prediction sets for ai-advised image labeling

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.552927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.735561Z digest=sha256:7ea3fb8aaaf431e03a8e4c3057a4017fdf9afb0eb4735bfad95310c0ddffff48

Observation 2f4c4f77-2e17-47dd-9fd7-732d12cefd71 · outbound

This paper cites Using ai uncertainty quantification to improve human decision-making.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Using ai uncertainty quantification to improve human decision-making

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.538042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.741405Z digest=sha256:733379696ca32308462146ab404076015374180362819e367c4e5debbe4a7792

Observation 92a3c148-c046-40d8-a056-2cb5e95a01fb · outbound

This paper cites The effects of over-reliance on ai dialogue systems on students’ cognitive abilities: a systematic review.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making The effects of over-reliance on ai dialogue systems on students’ cognitive abilities: a systematic review

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.523898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.746750Z digest=sha256:c89062ead1eb31075cb948354131e9f39e466b203ee6bc15c0ca8b526605689e

Observation 4fc7dfe3-42a7-4cdf-b768-170c886fe414 · outbound

This paper cites Automation bias: a systematic review of frequency, effect mediators, and mitigators.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Automation bias: a systematic review of frequency, effect mediators, and mitigators

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.503292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.751522Z digest=sha256:3d5dc2ea70c20b1297a01785d084e58b6af96eef5c59ae5a746de77531ececa8

Observation 2dea97f0-6800-47b9-9d56-e0e9d5be38b7 · outbound

This paper cites Lasecki, Daniel S.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Lasecki, Daniel S

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.487382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.755510Z digest=sha256:deed00450d168adf767d92810ba9b3861ad02c614238b76c2d78fbaf768b9024

Observation e141b709-9801-4ff2-89ec-86edeec85d6c · outbound

This paper cites Learning argumentation skills through the use of prompts for self- explaining examples.

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making Learning argumentation skills through the use of prompts for self- explaining examples

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:58:02.472432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T11:58:01.760180Z digest=sha256:3ccf4666a1d091c83d9e8bd58b2feabd2930218453f734ed9960e6e30b3234b9

Pith citing papers

Observation 98586019-097f-4050-853f-8979116fa1ff · inbound

Negotiating Risk Boundaries in AI for Policing Through Mixed-Stakeholder Deliberation cites this paper.

Negotiating Risk Boundaries in AI for Policing Through Mixed-Stakeholder Deliberation Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making

Reference 238

Resolution
metadata mismatch
local_arxiv, observed 2026-08-08T13:35:51.233555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T13:35:49.939264Z digest=sha256:98190dedc4b45471b05e89a5fabafd5a532a8b618c5ceb3d87b9fbeeae60fee1