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Paper Citation Record · LEDGER

Directional AI Advice: Experimental Evidence from Healthcare

As of 9 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2607.08706.

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

pith.paper-citation-record.v1
2607.08706 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-10T02:50:35.148614Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

24 of 24 outbound references displayed

  • verified exact3
  • verified fuzzy17
  • unresolved1
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3a7c216c-4d69-42eb-a8a1-10a3487f2c65 · outbound

This paper cites When Should You Adjust Standard Errors for Clustering?,.

Directional AI Advice: Experimental Evidence from Healthcare When Should You Adjust Standard Errors for Clustering?,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.905324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:0422d5866d02539cf55aee803d18db581a28ca23e60057f848c721356ab152ac

Observation 92824365-d20b-430f-9967-bf4213070ea9 · outbound

This paper cites The Value of Rating Systems in Credence Goods Markets,.

Directional AI Advice: Experimental Evidence from Healthcare The Value of Rating Systems in Credence Goods Markets,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.909069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:a8e295ec04e43bdadcd21d7af7ded70d8948175e17e27e14f4a034a487feb303

Observation 56cea241-a7c2-412d-85a2-46de3b465a18 · outbound

This paper cites Comparing Physician and Artificial Intelligence Chatbot Responses to Patient Questions Posted to a Public Social Media Forum,.

Directional AI Advice: Experimental Evidence from Healthcare Comparing Physician and Artificial Intelligence Chatbot Responses to Patient Questions Posted to a Public Social Media Forum,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.903446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:8211fdc2958960941d035ebdf66745389fde0745e0f4c4d8c815e944ca794582

Observation 3cdbff94-50cd-43f1-a766-c73c11a53f12 · outbound

This paper cites What Drives Taxi Drivers? A Field Experiment on Fraud in a Market for Credence Goods,.

Directional AI Advice: Experimental Evidence from Healthcare What Drives Taxi Drivers? A Field Experiment on Fraud in a Market for Credence Goods,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.910833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:5a6b359f30cbc4a2d9e9bddc544b97bf1e691ebd827ef4fd2f3bf649296da390

Observation dd5a6abe-fc53-46c2-b905-2ec1c88d53a1 · outbound

This paper cites Do Pharmacists Buy Bayer? Informed Shoppers and the Brand Premium,.

Directional AI Advice: Experimental Evidence from Healthcare Do Pharmacists Buy Bayer? Informed Shoppers and the Brand Premium,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.914817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:f5906ecb3de1b6163f901d5a86824c0ea72071e851f2bca9dc3a64785beb1b61

Observation 126de545-0f89-43de-8084-f8b1343df8da · outbound

This paper cites Physicians Treating Physicians: Relational and Informational Advantages in Treatment and Survival,.

Directional AI Advice: Experimental Evidence from Healthcare Physicians Treating Physicians: Relational and Informational Advantages in Treatment and Survival,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.935783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:b101bd6a1bb013d477229f702f16fd838f44e5d6a523e5c85c538d8f006fb4f0

Observation a39b8e0c-5e30-4a96-8186-43c37814eb17 · outbound

This paper cites DoctorDecision-MakingandPatientOutcomes,.

Directional AI Advice: Experimental Evidence from Healthcare DoctorDecision-MakingandPatientOutcomes,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.918432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:1b7f120320eef0d38bf45b339dcfd55aa8e38b897eb508f11bcd143ac72d080d

Observation 9d771612-dd0e-4a7a-9357-de68bfe82a91 · outbound

This paper cites Is More Information Better? The Effects of “Report Cards.

Directional AI Advice: Experimental Evidence from Healthcare Is More Information Better? The Effects of “Report Cards

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.933908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:1d75230ddc23757c259ad7ff4472c586b8de4d714d639679321e3610e26422ff

Observation bc83725c-1a76-4c7d-b9eb-faed319bb22a · outbound

This paper cites Large Language Models as Simulated Economic Agents: What Can We Learn from Homo Silicus?,.

Directional AI Advice: Experimental Evidence from Healthcare Large Language Models as Simulated Economic Agents: What Can We Learn from Homo Silicus?,

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-07-10T02:56:43.509120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:1a35e899329d68d536dbaa023c7522128054fbc6bd66f530335df26631dacff6

Observation 9de8bb0a-af3a-4a62-b804-da10ebc75d22 · outbound

This paper cites Health Services as Credence Goods: A Field Experiment,.

Directional AI Advice: Experimental Evidence from Healthcare Health Services as Credence Goods: A Field Experiment,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.916750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:2b6f697d0d83af65be5c0ff82cb479c45470c1146f84abd16aa69a12cc4834ca

Observation 72147798-9045-4882-a819-09aa0d9b6aa0 · outbound

This paper cites Attribution and Persuasion: The Paradox of Interpretable AI.

Directional AI Advice: Experimental Evidence from Healthcare Attribution and Persuasion: The Paradox of Interpretable AI

Reference 11

Resolution
metadata mismatch
local_arxiv, observed 2026-07-10T02:56:43.503281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:8c6c32f8ab0302ab3c0aa1dfc8e9f709144f27b7ac67532460a359c3689b1ccf

Observation 39f8d0cb-2657-47bf-bc22-8265ab37b970 · outbound

This paper cites Overprescribing in China, Driven by Financial Incentives, Results in Very High Use of Antibiotics, Injections, and Corticosteroids,.

Directional AI Advice: Experimental Evidence from Healthcare Overprescribing in China, Driven by Financial Incentives, Results in Very High Use of Antibiotics, Injections, and Corticosteroids,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.912836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:f145b9bc7f48445685069ca72d60c7c5f663cba5389e4d52d3912820ec3d4ed7

Observation d0091d91-a286-48b3-86a0-ec7ef355dde1 · outbound

This paper cites People readily follow personal advice from AI but it does not improve their well-being.

Directional AI Advice: Experimental Evidence from Healthcare People readily follow personal advice from AI but it does not improve their well-being

Reference 13

Resolution
metadata mismatch
local_arxiv, observed 2026-07-10T02:56:43.506253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:92fffe85f8b6e3af48eb9c0eabcf86c3cc15002b9e9e8c774ac7900b9f52d63c

Observation c68c9c8f-3e1c-43d7-81be-f0d95955a122 · outbound

This paper cites Physician Agency,.

Directional AI Advice: Experimental Evidence from Healthcare Physician Agency,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.932042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:f76a0054dc12b1ef3aca747bd029af2b534ace54db96187c65d9f5a36fd2e29b

Observation 92474f72-ae23-42fa-bd86-b09158e7e322 · outbound

This paper cites The Impact of AI on Developer Productivity: Evidence from GitHub Copilot.

Directional AI Advice: Experimental Evidence from Healthcare The Impact of AI on Developer Productivity: Evidence from GitHub Copilot

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-07-10T02:56:43.514271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:6cfdffa24867d4c88a995ea899f3879bdfc0f57bf6b6162da01c0e8b45e0b6e4

Observation f168cf6b-b902-4335-b78a-6ddfdc69e787 · outbound

This paper cites What Drives Fraud in a Credence Goods Market?–Evidence from a Field Study,.

Directional AI Advice: Experimental Evidence from Healthcare What Drives Fraud in a Credence Goods Market?–Evidence from a Field Study,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.937497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:8984136d9dd0b99674ecde5862a8587149214e07d1ac4f59dfdc79397db69845

Observation 1f39a7aa-b7c6-42b5-b3c3-8cacda2d42ca · outbound

This paper cites Disclaimers and Referral Patterns for Medical Advice across Urgency Levels: Large Language Model Evaluation Study,.

Directional AI Advice: Experimental Evidence from Healthcare Disclaimers and Referral Patterns for Medical Advice across Urgency Levels: Large Language Model Evaluation Study,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.924748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:cddcbba0ad1a7afebdaf017eee7de4a73c0e61f72524cafb7e9f8bea06e0a92c

Observation 30f13eee-fb8a-4f24-949d-7cc7d7433ec5 · outbound

This paper cites A Longitudinal Analysis of Declining Medical Safety Messaging in Generative AI Models,.

Directional AI Advice: Experimental Evidence from Healthcare A Longitudinal Analysis of Declining Medical Safety Messaging in Generative AI Models,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.926629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:3c429485fec0b150ad83f9b857446cb0d3e0789fbf365c6aa5c634a716a10d7d

Observation 790d99d5-48e2-4e46-9474-f87e4dac3676 · outbound

This paper cites Comparing Traditional and LLM-based Search for Consumer Choice: A Randomized Experiment.

Directional AI Advice: Experimental Evidence from Healthcare Comparing Traditional and LLM-based Search for Consumer Choice: A Randomized Experiment

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-07-10T02:56:43.511791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:17bb8041772a1cae5297f9a1884d9de66c882df4442a269736354f2ffb5b5b89

Observation 4eb7095e-44f2-481b-a131-ced3ec01fd81 · outbound

This paper cites Decision Aids for People Facing Health Treatment or Screening Decisions,.

Directional AI Advice: Experimental Evidence from Healthcare Decision Aids for People Facing Health Treatment or Screening Decisions,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.920246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:b8dbc4a2eb0749e394f65f12e02ae792e3812b1e7a03132aef36d7f28a78b153

Observation 2403149c-dd31-4495-9efa-d74ffd623f49 · outbound

This paper cites Because a patient may appear in more than one experimental-period visit with differing assignments, we group each patient by their first such visit.

Directional AI Advice: Experimental Evidence from Healthcare Because a patient may appear in more than one experimental-period visit with differing assignments, we group each patient by their first such visit

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.907233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:4450ecf94c5574967f56c38aef247c7c9b47761b7b49abf886f32a3dcd3f00b5

Observation 5ac84627-1e33-43f6-bc10-d5bbe590b34d · outbound

This paper cites All regressions control for patient characteristics (age, gender, occupation, and an indicator for first visit) and include physician fixed effects.

Directional AI Advice: Experimental Evidence from Healthcare All regressions control for patient characteristics (age, gender, occupation, and an indicator for first visit) and include physician fixed effects

Reference 22

Resolution
malformed identifier
raw_fallback, observed 2026-07-10T02:56:43.922322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:e4704ffd89ea3db297bbaf6e47d7f620c21896858902b9e21abf244f6273d873

Observation ad46f223-75f5-467c-ae2c-22c5499db46b · outbound

This paper cites an unresolved cited work.

Directional AI Advice: Experimental Evidence from Healthcare Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-07-10T02:56:43.928529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:0bc8d5ff874ad3b6949fad68cfe22dbc5b046225da9d4cc00f02dd7a576c3c8d

Observation d265a9c8-de99-4e8d-b282-3b90070c7794 · outbound

This paper cites very satisfied.

Directional AI Advice: Experimental Evidence from Healthcare very satisfied

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.930320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:e17d73273d8dd0a5251832fb7ddd5bcbf69bfb3bb04de50afe7eb94263789a2f

Pith citing papers

No inbound Pith citation observations are available.