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Paper Citation Record · LEDGER

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning

As of 13 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 2 inbound Pith citation observations for arXiv:2603.27820.

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

pith.paper-citation-record.v1
2603.27820 v2

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-14T21:43:57.227448Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T00:40:59.235916Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T16:58:43.728181Z

Reference resolution

59 of 59 outbound references displayed

  • verified exact8
  • verified fuzzy38
  • unresolved12
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 482ce4fc-dcd5-437b-b099-d2622c1fcec5 · outbound

This paper cites National Academies Press.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning National Academies Press

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.856730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:54ca9102e3a5e98291724b4ccfedc8c425d280eb261f6b6dcdda90ad29decc30

Observation ffcf7828-d7ab-4e20-a82f-8ddff23c5fac · outbound

This paper cites Diagnostic errors, health disparities, and artificial intelligence: a combination for health or harm? InJAMA Health Forum, volume 2, pages e212430–e212430.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Diagnostic errors, health disparities, and artificial intelligence: a combination for health or harm? InJAMA Health Forum, volume 2, pages e212430–e212430

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.735999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:2440816e42942a0c8f7984219a80e4a34d96569ae07c9232f119eb529d855582

Observation 403f599d-6744-4507-afd7-68592f130796 · outbound

This paper cites John Wiley & Sons.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning John Wiley & Sons

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.705786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:50cfd7b097bd0c01a2426aa16044b4ebe39745d9cb4aa4b49302dd0fe689f2fd

Observation 98e2e076-c71e-41a8-8e38-e0b4437c4d5c · outbound

This paper cites Evidence for anchoring bias during physician decision-making.JAMA internal medicine, 183(8):818–823.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Evidence for anchoring bias during physician decision-making.JAMA internal medicine, 183(8):818–823

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.829527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:a99be477cd89e32a4c37c634837da309d3c8c655d687079c618add87f2d3a2ac

Observation b4d0f233-3c66-4b7f-bde0-c4492a022007 · outbound

This paper cites Errors in clinical diagnosis: a narrative review.Journal of International Medical Research, 51(8):03000605231162798.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Errors in clinical diagnosis: a narrative review.Journal of International Medical Research, 51(8):03000605231162798

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.788471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:b8e4a154bc2db55bb0f118b70e3a180b11252ee3891d33d008219a21f0726913

Observation e2734ce0-979f-4d5a-abdd-d366adfbf794 · outbound

This paper cites Cognitive biases in diagnosis and decision making during anaesthesia and intensive care.BJA education, 21(11):420–425.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Cognitive biases in diagnosis and decision making during anaesthesia and intensive care.BJA education, 21(11):420–425

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.814633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:bf9693a4057ed93bdc9e4c62b821e08610bbb6673984ed8e53b80e0758643f69

Observation 35bb309d-6138-4efe-adb3-590cb6ad1cea · outbound

This paper cites Enhancing diagnostic capability with multi-agents conversational large language models.NPJ digital medicine, 8(1):159.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Enhancing diagnostic capability with multi-agents conversational large language models.NPJ digital medicine, 8(1):159

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.761778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:6e44b52809f4126f836cb99063b25bafddbd0751eb0142123d7e76eee24ca86c

Observation 5b57da0f-7248-4f37-9a10-e07a679da342 · outbound

This paper cites MedCaseReasoning: Evaluating and learning diagnostic reasoning from clinical case reports.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning MedCaseReasoning: Evaluating and learning diagnostic reasoning from clinical case reports

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-14T21:48:01.005926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:9ed683c9a6c30299e0177c172493c7ec400c713ce3c9c80f205ed9412e59a665

Observation 76d85e3b-76c0-4fa4-934b-e133f031f282 · outbound

This paper cites A generalist medical language model for disease diagnosis assistance.Nature medicine, 31(3):932–942.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning A generalist medical language model for disease diagnosis assistance.Nature medicine, 31(3):932–942

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.804115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:5d9cac77a8dca497d6776c1c6026ac1cc9c7c3474be960cf325c05caeaaa4c75

Observation 4d79be36-6a24-451f-9dbf-bf56ed5b499e · outbound

This paper cites Automated lay language summariza- tion of biomedical scientific reviews.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Automated lay language summariza- tion of biomedical scientific reviews

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.767795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:f73f43c8384c51423d63d09c8cfa1ff86261c105c2f6a68ccfced43d98664b69

Observation 3f57d4c2-2d37-4fd7-addc-d56540ca2f0a · outbound

This paper cites Uiuc_bionlp at biolaysumm: an extract-then-summarize approach augmented with wikipedia knowledge for biomedical lay summarization.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Uiuc_bionlp at biolaysumm: an extract-then-summarize approach augmented with wikipedia knowledge for biomedical lay summarization

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.794057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:65b72f2dc2bfeb32835924ef86cd4f5f8d34b5ddc6388e54002ab76327db34e7

Observation 822e7ac8-f26b-483e-8e6d-c48e4e3f322d · outbound

This paper cites Pyhealth: A deep learning toolkit for healthcare predictive modeling.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Pyhealth: A deep learning toolkit for healthcare predictive modeling

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.779385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:a9023512882999085f95a69e82403e7914d5ead4dd3b2fc04c09d901ff15f89e

Observation d739337d-3bb8-433b-bfa7-1f983f69118f · outbound

This paper cites Reasoning-enhanced healthcare predictions with knowledge graph community retrieval.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Reasoning-enhanced healthcare predictions with knowledge graph community retrieval

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.825106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:8f87184e9e27c6f16309c096aed3ed2957f8cdbbab7c94350d3d83634cf3a84b

Observation a8484a07-d99b-41c1-86f7-f46245b8d58c · outbound

This paper cites Large language models are zero-shot reasoners.Advances in neural information processing systems, 35:22199–22213.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Large language models are zero-shot reasoners.Advances in neural information processing systems, 35:22199–22213

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.842567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:8663a502c2aa75d0ef13c6fded37b5eaeda341d53fdf57aaa717c7c387cf8c84

Observation 198ef029-9725-4931-aa63-7b4d4aa2f4a7 · outbound

This paper cites Medagents: Large language models as collaborators for zero-shot medical reasoning.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Medagents: Large language models as collaborators for zero-shot medical reasoning

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.776271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:c33368fe3fc8b8e95adf1535ba9ebf7483c08261ec02df1582031d3dfe4f2659

Observation 917b1759-ed9f-4a05-a8c2-e1bafac14bed · outbound

This paper cites Mdagents: An adaptive collaboration of llms for medical decision-making.Advances in Neural Information Processing Systems, 37:79410–79452.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Mdagents: An adaptive collaboration of llms for medical decision-making.Advances in Neural Information Processing Systems, 37:79410–79452

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.773818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:d92c52999b1d5c20fbd91a987c297209b2c5f79ac4e155e8d5006f744b55e51a

Observation 46aa6315-64bf-4786-b58a-e9e9ac5979eb · outbound

This paper cites Tree-of-reasoning: Towards complex medical diagnosis via multi-agent reasoning with evidence tree.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Tree-of-reasoning: Towards complex medical diagnosis via multi-agent reasoning with evidence tree

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.756806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:19d77fe7a1b86f7d4219a0c5c4a2c3caf0a9afdf512f047d239ad19fe0a79d60

Observation 61674449-f657-4ac4-8287-eb5178a5dc5d · outbound

This paper cites Evalu- ation and mitigation of the limitations of large language models in clinical decision-making.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Evalu- ation and mitigation of the limitations of large language models in clinical decision-making

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.681725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:09f9d2193868ccecfab2ce84811171f6119bc0d39cd3078e7e6ce9af09487f54

Observation abfe472a-f75f-4bb9-8630-41e5383756aa · outbound

This paper cites ER-Reason: A Benchmark Dataset for LLM Clinical Reasoning in the Emergency Room.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning ER-Reason: A Benchmark Dataset for LLM Clinical Reasoning in the Emergency Room

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-05-14T21:48:01.020927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:988533acf95bd85d1494bc06457f3705cec536378fdb10a6fef4f61639927b72

Observation 87ec065d-a67e-47f2-8275-6ffc23f79b79 · outbound

This paper cites Self-consistency improves chain of thought reasoning in language models.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Self-consistency improves chain of thought reasoning in language models

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.747944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:a07b1ccdaee76eec983a0ac941d74af8fb5c117a0ef76ac7f02812dce36e6b9f

Observation f91d7c3e-ae28-4f9a-9e4c-f1db5bdd8217 · outbound

This paper cites Medagentboard: Benchmarking multi-agent collaboration with conventional methods for diverse medical tasks.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Medagentboard: Benchmarking multi-agent collaboration with conventional methods for diverse medical tasks

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-14T21:48:00.999147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:3d604bf16f1b3ef38e7335504936b8c475f1e43462c968d7f386b3610778b488

Observation 64876d5a-2fea-4134-a740-57055a15f4c6 · outbound

This paper cites Llama 3.1: Open foundation and instruction-tuned models.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Llama 3.1: Open foundation and instruction-tuned models

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.753085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:c065e3be3333fa80db0275043756201d1dbb713061f64d88b46dd838527e472b

Observation 894793eb-4b48-433f-81d4-bf77ca016a3b · outbound

This paper cites Qwen3 Technical Report.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Qwen3 Technical Report

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-05-14T21:48:01.011749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:0729d0dc773366835f9948af31e52a3030950d74c68bb4bedd022afa2b2031a1

Observation f81c6fe4-0c9c-4d43-bd7a-504e535bab74 · outbound

This paper cites m1: Unleash the potential of test-time scaling for medical reasoning with large language models.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning m1: Unleash the potential of test-time scaling for medical reasoning with large language models

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-14T21:48:01.017823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:fe89639960d516a3104dbf69da98e4ba45ef39555270385d84efb53caaa3cfe5

Observation 1863f541-4bc3-477f-968d-9380d03a045f · outbound

This paper cites MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-14T21:48:01.002544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:629eb9561b2edac264b777165decd440d1e4a2c9517c134cec4912538aee16be

Observation dc7758f0-3f23-4dee-85ea-083d902052d2 · outbound

This paper cites an unresolved cited work.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-05-14T23:19:36.848145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:63a60a8fa24f30f754a28e4afe5a9e973f48a520b3affb3c964dade60d224ff2

Observation c66ea5c9-2ab4-4b64-91b1-435976ef114a · outbound

This paper cites Reverse thinking makes llms stronger reasoners.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Reverse thinking makes llms stronger reasoners

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.763213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:3579bb320febc8cfa097ee2db9e81fcbace9ae6976b46feaf297798e60cb4fc0

Observation 31f7c84a-77f1-4480-9192-7b1079198ede · outbound

This paper cites Improving the accuracy of medical diagnosis with causal machine learning.Nature communications, 11(1):3923.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Improving the accuracy of medical diagnosis with causal machine learning.Nature communications, 11(1):3923

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.820393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:bedc3459e34b70713e88cbbe1279dc2d4f16374384c842fe7fe55df1ce308b41

Observation 9323c8e6-9072-4749-9f2b-22443c293136 · outbound

This paper cites Aura: A multi-modal medical agent for understanding, reasoning and annotation.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Aura: A multi-modal medical agent for understanding, reasoning and annotation

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.722996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:eb286d5001c3b8549ed67e5ccd6d2caeada2efb200d238e04189bc007d66011b

Observation 67fca683-c3f2-48e8-80f3-15ec1d9a9665 · outbound

This paper cites Large language models for disease diagnosis: A scoping review.npj Artificial Intelligence, 1(1):9.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Large language models for disease diagnosis: A scoping review.npj Artificial Intelligence, 1(1):9

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.665942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:fe6ed36429882ff33e64fab0a0446d0bb16c3251c7caef4d52b80455575666c3

Observation 3142e6f6-f3ce-45f1-b4d3-b07665cbeaac · outbound

This paper cites Propaga- tion and pitfalls: Reasoning-based assessment of knowledge editing through counterfactual tasks.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Propaga- tion and pitfalls: Reasoning-based assessment of knowledge editing through counterfactual tasks

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.743516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:542e439e9b9caa331a202ef1115832053c810618e061816b6d2f690abef59c28

Observation 7eaee0ac-22f3-4698-a8b6-863b89ee5882 · outbound

This paper cites Sentence-bert: Sentence embeddings using siamese bert- networks.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Sentence-bert: Sentence embeddings using siamese bert- networks

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.732374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:9ea593310b8aa3080735d2d5481129eda0ac87990d122fa27de7e177e1990a16

Observation 15210917-92b4-45b9-9941-dcbd8f281f69 · outbound

This paper cites Mimic-iv.PhysioNet.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Mimic-iv.PhysioNet

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.758051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:b13f460eb8b0428fada2805bc7cad8814596abe8f75b8506fd3708c542d071e0

Observation e41b0678-646d-41e2-90e5-1e81ec7e24ad · outbound

This paper cites Deepseek-r1 incentivizes reasoning in llms through reinforcement learning.Nature, 645(8081):633–638.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Deepseek-r1 incentivizes reasoning in llms through reinforcement learning.Nature, 645(8081):633–638

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.780534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:e4367a7f314380e93e382c18ff9614958d5c8903a8d13c9add942299c282977a

Observation 2200b962-0358-470d-a9c4-1b49abdf85dd · outbound

This paper cites Qwen2.5: A party of foundation models, September 2024.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Qwen2.5: A party of foundation models, September 2024

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.837500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:0738161eaac3bbf2a33478f5767088a42c7243a1fd67ea62025b05f9f124ff45

Observation 598225b2-91b1-435d-b7bc-52129c592314 · outbound

This paper cites HealthBench: Evaluating Large Language Models Towards Improved Human Health.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning HealthBench: Evaluating Large Language Models Towards Improved Human Health

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-05-14T21:48:01.009095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:3cf9b04afbc1f96e4dcca880c14a3f5fd5e0ed450f8033d1ff22f06f716e60ef

Observation f36a9c74-1937-428f-8c55-6ccb9c1cea7e · outbound

This paper cites Efficient memory management for large language model serving with pagedattention.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Efficient memory management for large language model serving with pagedattention

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.715699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:0c19114a3d0eb427d1c6f46f642526ca594f9a6b3fa3050d4dab6c3d27c4be75

Observation 061bc5e0-2348-4c76-b61f-82078e1a423e · outbound

This paper cites SciPrompt: Knowledge-augmented prompting for fine-grained categorization of scientific topics.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning SciPrompt: Knowledge-augmented prompting for fine-grained categorization of scientific topics

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.727567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:970d60aa262b31a5c8cb46525a5c189f864344b809170dee37608ca8ca0acc52

Observation fae2cfa5-dc85-4e59-a708-6dc70bd8bd9e · outbound

This paper cites Med-RLVR: Emerging Medical Reasoning from a 3B base model via reinforcement Learning.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Med-RLVR: Emerging Medical Reasoning from a 3B base model via reinforcement Learning

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-14T21:48:01.014888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:d4e8b15cbe22c40361dc614e2d6bc4a0af99d6aee42de0a5020decccd8e8b318

Observation e0b0a48f-b627-4875-b885-3959cdcf0e14 · outbound

This paper cites Plainqafact: Retrieval-augmented factual consistency evaluation metric for biomedical plain language summarization.Journal of Biomedical Informatics, page 105019.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Plainqafact: Retrieval-augmented factual consistency evaluation metric for biomedical plain language summarization.Journal of Biomedical Informatics, page 105019

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.784581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:b6fe49709ab1b71403b72d5c73cdae1d83f1098f35f5d0fec36f841e38d1f52d

Observation 89b23216-e868-4966-a0b5-ac281647a474 · outbound

This paper cites thinking.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning thinking

Reference 41

Resolution
malformed identifier
raw_fallback, observed 2026-05-14T23:19:36.619266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:265b567d3ee280148390a948a5094fd7b856d3830872673c6d78f9b70baede47

Observation 7306fd46-7cd4-4d5b-874d-c9a557de1283 · outbound

This paper cites smooth out.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning smooth out

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.852481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:06bfb1c1e8d30e1b75534cc4ce9e7d604114d4ee00aefb97e84d9a0f37ebe4ff

Observation 50d5e33e-520e-4f62-b8aa-39f5c4cb0733 · outbound

This paper cites an unresolved cited work.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-05-14T23:19:36.692415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:42c5e7edae81fdb23fe84392585a4c214a4ac8165a64eb06d60e52db4fae7ecb

Observation 2d243dbc-e222-4760-a988-e6259cce8fa7 · outbound

This paper cites Present only the facts known before a working differential was made: chief complaint, HPI, vitals, physical exam, and early investigations.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Present only the facts known before a working differential was made: chief complaint, HPI, vitals, physical exam, and early investigations

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.731911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:d0434c1cd5d30b673c889f5a73f1326fe788dd86c2624472a3f1c29f883cce8e

Observation 820c0999-c775-4d5f-a349-394185ffc21b · outbound

This paper cites an unresolved cited work.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-14T23:19:36.789512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:18d0d41931b0cb77e7c21ecd3a422c42747de53c1df511fc64fa65d51b6f7411

Observation 1e32affc-d9c2-4284-adac-8d3c9dd63d3d · outbound

This paper cites num_agents.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning num_agents

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.671919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:1e2b9abe656f61fa61bd40af3df3dc0e19525a7f8dccbb883a3bc048abb2e6a0

Observation e4e80e6a-3aeb-4ca5-bcf1-af016135c4fe · outbound

This paper cites an unresolved cited work.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-05-14T23:19:36.706764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:9112112b823e6dd1d14d32536b9a9e313bd8635ff5bbc88fbec39d606da158a5

Observation 20da1a35-c37d-43bd-a3a6-3755e32bb0a1 · outbound

This paper cites an unresolved cited work.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-14T23:19:36.720358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:c01d5a8600db1d2b5351400848c327b6eb97619b49484ec581566456acbbd44b

Observation 87df1544-bac9-47e4-bd41-475e6bac8770 · outbound

This paper cites an unresolved cited work.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-05-14T23:19:36.612219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:6b928e3fefcd2402f37d552a26978876ccd03f81e071d4a023ec90b537a924f3

Observation 41525b2e-6d14-4194-9157-117b530706b4 · outbound

This paper cites an unresolved cited work.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-05-14T23:19:36.711279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:ded0e0ea4aabbd8aac58030589ca7a302416685c69a5228bc7f934538ca81242

Observation 059e098f-d1bd-4f85-997f-9e4bf9d19e40 · outbound

This paper cites normal results.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning normal results

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.702208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:ac2ae347cae927fb7f453d1b3da50c7258410102b93919267e8afcb1fada2be3

Observation 1a2428fc-fe8c-4947-8432-db72ca8772c2 · outbound

This paper cites an unresolved cited work.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-05-14T23:19:36.833817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:104644452510d8f94f7674c70a89a888bc39acdd683668827ac605e94a3b20de

Observation 7223376c-71fb-498d-8c75-70d9e6ed3416 · outbound

This paper cites an unresolved cited work.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-05-14T23:19:36.697064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:a282bd8f79e38930b1b8c8c1d0cb566b2b91a6e7ff9854f33d0fad7803b2a6f4

Observation 741b0b18-c8f6-4eb9-b4dd-0f5431729576 · outbound

This paper cites an unresolved cited work.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-05-14T23:19:36.765815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:af5505217d553d5b505330ed74b6229b26c4bd51496a7adbcbb750098b09633e

Observation ca48dccd-af4b-487d-ad65-6f80a9b9eca2 · outbound

This paper cites an unresolved cited work.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-05-14T23:19:36.783978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:880ed3fa0f9abe0d8a123d3e30dbf6d73a1c169c798639d5e459a434ce789744

Observation 062dfa92-1b13-4754-a7c5-5d85b365d603 · outbound

This paper cites an unresolved cited work.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-05-14T23:19:36.808794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:753c7ee4a4b9425d851d6ae9b241d01a210c4d1cc06bce37c1390a100715eba9

Observation 574b9766-3cbe-436c-8cfe-bfc62ace2ee1 · outbound

This paper cites CRITICAL V ALIDATION.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning CRITICAL V ALIDATION

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.799273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:48f9a78a04709fd4ea070d9269ad30c80c3fc5553c7c0bf7d211008b9779b2cc

Observation a896410d-04a2-49b7-8a00-0d7d7d2a0e60 · outbound

This paper cites If your rationale supports diagnosis A, you MUST choose diagnosis A as final_diagnosis.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning If your rationale supports diagnosis A, you MUST choose diagnosis A as final_diagnosis

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.771184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:7667fd643420b3c747fe4925a85e908e678ffd670a26bdf7e1ec667d5537af89

Observation d1b01df0-3d44-4631-9015-602134ac9260 · outbound

This paper cites had_consensus.

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning had_consensus

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T23:19:36.714475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:43:57.227448Z digest=sha256:9e5bd993447ca29af4c955a8835cc8a07d66223e245db5596d9490f04c8c7119

Pith citing papers

Observation 9f5a5294-23d5-46e1-8238-d19506ed9931 · inbound

From Question Answering to Task Completion: A Survey on Agent System and Harness Design cites this paper.

From Question Answering to Task Completion: A Survey on Agent System and Harness Design Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning

Reference 203

Resolution
verified exact
local_arxiv, observed 2026-07-03T16:58:43.729593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-27T04:40:30.985824Z digest=sha256:3fd02e14d01a107f4aa892cacc348323c8991641f1797c4a0af1b3610ca60828

Observation 5e14354c-632c-4792-b9a6-33e49385b083 · inbound

GuideSkill: Evolving Executable LLM Agent Skills for Guideline-Grounded Clinical Reasoning cites this paper.

GuideSkill: Evolving Executable LLM Agent Skills for Guideline-Grounded Clinical Reasoning Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-01T00:40:59.235916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T00:40:59.235916Z digest=sha256:130a804ab7d3869e8cd7be5e687a6ba08fa9275a88fb46d1967cf3d5ff430d24