{"as_of":"2026-08-07T19:15:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:62f61204292374a266a109fdefa8f0dbcacbfa069e12c739285e729ffc7191d5","coverage":[{"denominator":33,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":33,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T19:58:37.787237Z","state":"measured"},{"denominator":33,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":33,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2507.04142/citation-record","integrity":"/paper/2507.04142/integrity","json":"/paper/2507.04142/citation-record.json","paper":"/paper/2507.04142"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:58:34.380368Z","title":", \" * write output.state after.block = add.period write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:34.380368Z"},"links":{"citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:9d3f8a3a4e036c6f4f3e5da3e1ac0030afed50f66a95dcac25cc030611990c56","observation_id":"3cce8538-dd2a-4450-a77e-4464e714d56c","resolution":{"observed_at":"2026-08-06T19:58:34.380368Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:58:34.505267Z","title":"write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:34.505267Z"},"links":{"citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:1944cd02dcd662796d237c9ccea0c5d7c3eb796c5133d8c4e6499b4b0db19d9d","observation_id":"d6edc4b6-4bbe-41b5-b86d-613162d02600","resolution":{"observed_at":"2026-08-06T19:58:34.505267Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.08774","last_updated":"2024-03-04T06:01:33Z","snapshot_observed_at":"2026-08-07T07:30:12.213965Z","submitted_at":"2023-03-15T17:15:04Z","title":"GPT-4 Technical Report","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.08774","snapshot_observed_at":"2026-08-06T19:58:34.608668Z","title":"L.; Almeida, D.; Altenschmidt, J.; Altman, S.; Anadkat, S.; et al","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:34.608668Z"},"links":{"cited_paper":"/paper/2303.08774","citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:bfcacdebed7b2cb1d3d4b881a4624c8dced224b7e3f0733c6e8ae36e8b93369b","observation_id":"aa4e7460-c10e-42e9-8cf2-fbf5cd87f70b","resolution":{"observed_at":"2026-08-06T19:58:34.608668Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2108.07258","last_updated":"2022-07-12T23:45:14Z","snapshot_observed_at":"2026-08-02T09:20:40.804790Z","submitted_at":"2021-08-16T17:50:08Z","title":"On the Opportunities and Risks of Foundation Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2108.07258","snapshot_observed_at":"2026-08-06T19:58:34.719760Z","title":"A.; Adeli, E.; Altman, R.; Arora, S.; von Arx, S.; Bernstein, M","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:34.719760Z"},"links":{"cited_paper":"/paper/2108.07258","citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:b6a2486290a85844346afd7bac328a0487a0ac3b3efdb552cc3786d4434bbfb0","observation_id":"e04385bf-7717-41ef-884b-ebcf56d16da8","resolution":{"observed_at":"2026-08-06T19:58:34.719760Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:58:34.814806Z","title":"D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:34.814806Z"},"links":{"citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:120d8db563d3172ce2317aa5f8811bfbc9e3ca55b002e2dd5c7b5a5d10f27667","observation_id":"c5cb1a16-2cc8-4a96-81a4-8812e7aa7c80","resolution":{"observed_at":"2026-08-06T19:58:34.814806Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.12948","last_updated":"2026-01-04T03:57:36Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-01-22T15:19:35Z","title":"DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.12948","snapshot_observed_at":"2026-08-06T19:58:34.898926Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:34.898926Z"},"links":{"cited_paper":"/paper/2501.12948","citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:791acba7b36171e4e1b0ac7c1a45726be592ae9270599c2cb207a28e50b35b58","observation_id":"814f30ac-c7a6-4fa8-8af4-6cfd30a67c9b","resolution":{"observed_at":"2026-08-06T19:58:34.898926Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.21783","last_updated":"2024-11-23T23:27:33Z","snapshot_observed_at":"2026-07-06T18:55:11.576666Z","submitted_at":"2024-07-31T17:54:27Z","title":"The Llama 3 Herd of Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.21783","snapshot_observed_at":"2026-08-06T19:58:35.034025Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:35.034025Z"},"links":{"cited_paper":"/paper/2407.21783","citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:4645b35011226a7ac0d80e9cd73be64f6dd64fa2ded7bbe80d09141c519a3ca2","observation_id":"1542b71f-93e6-4b7b-84a5-4f729c8fe934","resolution":{"observed_at":"2026-08-06T19:58:35.034025Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:58:35.162736Z","title":"J.; Shen, Y.; Wallis, P.; Allen-Zhu, Z.; Li, Y.; Wang, S.; Wang, L.; Chen, W.; et al","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:35.162736Z"},"links":{"citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:c43118962c3352d0c1a766f3447488743f6b90a9c1262bacadc8a35f9470f2bf","observation_id":"a2df8cf8-54ce-4a72-8f76-6174a293c992","resolution":{"observed_at":"2026-08-06T19:58:35.162736Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:58:35.293200Z","title":"E.; Pollard, T","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:35.293200Z"},"links":{"citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:7e3362aacfc64ab90dea5a4a78e93214ca8461c08175bcefefc55749d734e2a1","observation_id":"b0e54681-2dc4-4839-8b7e-6b98f0bb9d7e","resolution":{"observed_at":"2026-08-06T19:58:35.293200Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:58:39.522912Z","title":null,"venue":null,"work_id":"a20980bb-4998-4160-a822-e9a4173ccf74","year":2024},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:35.406912Z"},"links":{"citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:d3e92226d33cce2a01128fcf841f7d66c7ee81ae17a5db98d3773b14b6cfc602","observation_id":"5ff2731d-df39-421e-bb8b-f8fa9f044573","resolution":{"observed_at":"2026-08-06T19:58:39.563037Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:58:39.427666Z","title":null,"venue":null,"work_id":"5b415771-835a-49dd-8682-10db3ebdc83c","year":2023},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:35.515696Z"},"links":{"citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:c6954755e5d00e8ebe348ed065caace89eae5c6dd78c60af94cd918d24326435","observation_id":"60b454d6-654d-4e54-90a4-2a2c6298ce9e","resolution":{"observed_at":"2026-08-06T19:58:39.462426Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:58:39.328548Z","title":null,"venue":null,"work_id":"65cab6d1-e2b1-4a24-a302-2250bd3bed06","year":2023},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:35.613916Z"},"links":{"citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:ee7b9ec643fd6414cf3143f8a43ccf6a7493ecd7f5ceed8b56abf16a5c58d1df","observation_id":"f98e2c57-c253-4b1e-ac93-d2477d858edd","resolution":{"observed_at":"2026-08-06T19:58:39.377382Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2503.23487","last_updated":"2025-06-02T17:37:39Z","snapshot_observed_at":"2026-08-07T16:27:20.264326Z","submitted_at":"2025-03-30T15:41:55Z","title":"Large Language and Reasoning Models are Shallow Disjunctive Reasoners","version":2},"cited_work":{"arxiv_id":"2503.23487","doi":null,"metadata_source":"pith","pith_arxiv_id":"2503.23487","snapshot_observed_at":"2026-08-06T19:58:38.399774Z","title":"Large Language and Reasoning Models are Shallow Disjunctive Reasoners","venue":"cs.AI","work_id":"6a714585-a9d0-404d-8327-423e2bd42bb4","year":2025},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:35.774854Z"},"links":{"cited_paper":"/paper/2503.23487","citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:e0d9eb13f1f28a1072314bfe162036244c89f3023f96d9afb3e05653552f7072","observation_id":"1f112adb-7476-4f6a-98d3-18eb9dfa2464","resolution":{"observed_at":"2026-08-06T19:58:38.437378Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:58:39.224368Z","title":null,"venue":null,"work_id":"4e416d8a-bc6b-4869-a186-814889bee324","year":2023},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:35.891496Z"},"links":{"citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:8b5f037f8aa802f12f6f44e1fddd33634266080937bc40631105a5992f766783","observation_id":"c4954a4c-9d5d-48f7-a134-bccdc09b9109","resolution":{"observed_at":"2026-08-06T19:58:39.272008Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:58:36.019548Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:36.019548Z"},"links":{"citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:c53800cbc54cde345464bb3c745b12ffed43fb78bf1b454afbc50a0e52c09fdf","observation_id":"74f1f8e8-2a23-4e65-8f5d-04794223b666","resolution":{"observed_at":"2026-08-06T19:58:36.019548Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:58:39.098989Z","title":null,"venue":null,"work_id":"094735bc-257f-44f3-ab5b-b5582e8b0277","year":2022},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:36.144336Z"},"links":{"citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:79e9a90f7d39d4821cbbfbd39f900b042a03d0d78556bb39a039a5b2fa46776e","observation_id":"50b38bd4-f306-49ab-a5c2-5dc9a57381f3","resolution":{"observed_at":"2026-08-06T19:58:39.134811Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2404.01869","last_updated":"2024-08-06T11:58:53Z","snapshot_observed_at":"2026-08-04T13:02:37.475538Z","submitted_at":"2024-04-02T11:46:31Z","title":"Beyond Accuracy: Evaluating the Reasoning Behavior of Large Language Models -- A Survey","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.01869","snapshot_observed_at":"2026-08-06T19:58:36.232363Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:36.232363Z"},"links":{"cited_paper":"/paper/2404.01869","citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:c0f07858d0cd587dc9f80aa2d2ba9db7326d1c8e244338ff1c5c06d79ce0fd2e","observation_id":"0201270e-fd6e-4c99-a112-338a45d35d92","resolution":{"observed_at":"2026-08-06T19:58:36.232363Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2311.16452","last_updated":"2023-11-28T03:16:12Z","snapshot_observed_at":"2026-08-07T08:26:36.845011Z","submitted_at":"2023-11-28T03:16:12Z","title":"Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.16452","snapshot_observed_at":"2026-08-06T19:58:36.328613Z","title":"T.; Zhang, S.; Carignan, D.; Edgar, R.; Fusi, N.; King, N.; Larson, J.; Li, Y.; Liu, W.; et al","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:36.328613Z"},"links":{"cited_paper":"/paper/2311.16452","citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:d7e9e3ae703a833e9cebcb26152f4d8673466987bfa5ac4ea2fb11b1f6d019f2","observation_id":"11300047-0100-41d6-8187-d94d83fae0bd","resolution":{"observed_at":"2026-08-06T19:58:36.328613Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:58:39.002063Z","title":"J.; Gur-Ari, G.; Michalewski, H.; Austin, J.; Bieber, D.; Dohan, D.; Lewkowycz, A.; Bosma, M.; Luan, D.; et al","venue":null,"work_id":"c1906ca3-09f6-42e8-b3c3-74d20e27b42f","year":2021},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:36.422461Z"},"links":{"citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:d35b345b39c010a52cf6e6a1d75c6be37044798d9260f5f7d1b8e48f05a1d395","observation_id":"a0bf0fc4-6a45-4ad9-838e-269fb67873ec","resolution":{"observed_at":"2026-08-06T19:58:39.043061Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:58:38.904483Z","title":null,"venue":null,"work_id":"b3dd3b3b-3256-4f25-ad68-918f710ce2f2","year":2024},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:36.543880Z"},"links":{"citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:c14bf3cc8969182bd0fb858ba2faf63b7072947ed26cfbc5c63108d4bb6b62a7","observation_id":"6a5dfec4-21e8-4cc4-934c-14035ee140fc","resolution":{"observed_at":"2026-08-06T19:58:38.946589Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03350","last_updated":"2023-10-17T18:57:17Z","snapshot_observed_at":"2026-07-31T15:52:06.089691Z","submitted_at":"2022-10-07T06:50:23Z","title":"Measuring and Narrowing the Compositionality Gap in Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.03350","snapshot_observed_at":"2026-08-06T19:58:36.637297Z","title":"A.; and Lewis, M","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:36.637297Z"},"links":{"cited_paper":"/paper/2210.03350","citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:6c9bb4a5a74425505978713b92b434c084515878e1185741e90154bb0d58a106","observation_id":"ab782a3a-5a37-482c-a5d4-38272ce6dd77","resolution":{"observed_at":"2026-08-06T19:58:36.637297Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2502.12616","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:58:38.201129Z","title":null,"venue":null,"work_id":"411e7a6f-a6e6-4b92-936c-dd5a2dfd1bd9","year":2025},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:36.773187Z"},"links":{"citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:81bb3e090584c5bfa9471e036a8e6ac7e972647a296a9813c23b788259d27ecb","observation_id":"dd7a5a0c-758c-4b4b-bcb3-3991a176f22a","resolution":{"observed_at":"2026-08-06T19:58:38.251581Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:58:38.796393Z","title":"M.; Bedrick, S.; and Hersh, W","venue":null,"work_id":"cf6e3e0f-ce2f-42ae-9691-b2404f517739","year":2022},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:36.880008Z"},"links":{"citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:983cd6eb5ccd8cb45e0385dce0bde8f7559551fe1a9a11c2ece6b6d97f9a6f3c","observation_id":"de9e10c8-82bd-47a5-b2cd-0fe533a3662a","resolution":{"observed_at":"2026-08-06T19:58:38.861947Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:58:38.593404Z","title":null,"venue":null,"work_id":"c55c09b5-9517-43ef-886a-a7e67f764bff","year":2018},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:36.972748Z"},"links":{"citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:420cedb50edb150e3899f083be318052f496711c9e320ac7629c8eb961387e5d","observation_id":"a621f44d-52a0-4e62-9d32-3284479e619f","resolution":{"observed_at":"2026-08-06T19:58:38.684603Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.12183","last_updated":"2025-05-07T18:00:45Z","snapshot_observed_at":"2026-08-01T16:38:42.947080Z","submitted_at":"2024-09-18T17:55:00Z","title":"To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.12183","snapshot_observed_at":"2026-08-06T19:58:37.027394Z","title":"D.; Jiang, D.; Wadhwa, M.; Singhal, P.; Zhao, X.; Ye, X.; Mahowald, K.; and Durrett, G","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:37.027394Z"},"links":{"cited_paper":"/paper/2409.12183","citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:dcd278c8891f0e157b0c443061ff92f025055a7e05337fabd50365f70c9a0d48","observation_id":"4d9386de-c2a1-4b62-b769-ddfa9ceb9389","resolution":{"observed_at":"2026-08-06T19:58:37.027394Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2203.11171","last_updated":"2023-03-07T17:57:37Z","snapshot_observed_at":"2026-07-06T12:50:22.773056Z","submitted_at":"2022-03-21T17:48:52Z","title":"Self-Consistency Improves Chain of Thought Reasoning in Language Models","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2203.11171","snapshot_observed_at":"2026-08-06T19:58:37.155059Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:37.155059Z"},"links":{"cited_paper":"/paper/2203.11171","citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:e9e96e4b929cd3b4889963dd8df44d4a12b2f97991aa656c0d6c4f2333b70176","observation_id":"87dec6d5-391e-4110-b984-98115b1a4bbb","resolution":{"observed_at":"2026-08-06T19:58:37.155059Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:58:37.249565Z","title":"V.; Zhou, D.; et al","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:37.249565Z"},"links":{"citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:6df4f5e524f3e8d19124da2b2d0f650a446336c0061942d973e8721c7cc62321","observation_id":"0efb8c8f-4576-431a-a5a0-e61c55fdcfa8","resolution":{"observed_at":"2026-08-06T19:58:37.249565Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:58:37.388751Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:37.388751Z"},"links":{"citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:6937a30ac2ef3b35c0b65179a96437283fa57841eece6e2d43b3d8e4ba793bac","observation_id":"ee37e67c-2d60-464b-b60c-55cf283631b1","resolution":{"observed_at":"2026-08-06T19:58:37.388751Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.21233","last_updated":"2025-04-30T00:04:35Z","snapshot_observed_at":"2026-08-07T15:58:00.663752Z","submitted_at":"2025-04-30T00:04:35Z","title":"Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language Models in Math","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.21233","snapshot_observed_at":"2026-08-06T19:58:37.536494Z","title":"J.; Li, Y.; Ren, L.; Shen, Y.; et al","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:37.536494Z"},"links":{"cited_paper":"/paper/2504.21233","citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:c47f1f7747667900a50e1ca51b4c4475bda9b8aecad3989d53b5244abf80b78b","observation_id":"11762cd9-3755-4cb3-bc53-7c0b50144d95","resolution":{"observed_at":"2026-08-06T19:58:37.536494Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.10671","last_updated":"2024-09-10T13:25:53Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-07-15T12:35:42Z","title":"Qwen2 Technical Report","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.10671","snapshot_observed_at":"2026-08-06T19:58:37.628778Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:37.628778Z"},"links":{"cited_paper":"/paper/2407.10671","citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:486be2d2041e78b326d5e7605269aff6ca31a232db8a760d322c4e6015fe168d","observation_id":"deffd2b7-29a1-48c7-a076-c480cf013b62","resolution":{"observed_at":"2026-08-06T19:58:37.628778Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:58:37.692986Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:37.692986Z"},"links":{"citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:04aa54a9bd778310fbce407c77c48c188666737288fabf47f2e1ff7979544fc6","observation_id":"e34e5f65-9356-43ad-86c0-fb9aa58cb821","resolution":{"observed_at":"2026-08-06T19:58:37.692986Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.04550","last_updated":"2025-03-06T15:36:06Z","snapshot_observed_at":"2026-08-07T17:24:22.454511Z","submitted_at":"2025-03-06T15:36:06Z","title":"Benchmarking Reasoning Robustness in Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.04550","snapshot_observed_at":"2026-08-06T19:58:37.741861Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:37.741861Z"},"links":{"cited_paper":"/paper/2503.04550","citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:dc8bcedc0c53a23eacedba3d36e40d913d3152767feb33a1bb5b8be50eae474d","observation_id":"3b6d29b8-3d4f-40aa-a26c-e2931ad03d7c","resolution":{"observed_at":"2026-08-06T19:58:37.741861Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03493","last_updated":"2022-10-07T12:28:21Z","snapshot_observed_at":"2026-07-06T14:01:50.333970Z","submitted_at":"2022-10-07T12:28:21Z","title":"Automatic Chain of Thought Prompting in Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.03493","snapshot_observed_at":"2026-08-06T19:58:37.787237Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-06T19:58:37.787237Z"},"links":{"cited_paper":"/paper/2210.03493","citing_paper":"/paper/2507.04142"},"observation_digest":"sha256:7379fa5500b127e9bfbc3367a47ae760e378c984f17df00ea86f82cccc057f6f","observation_id":"11d09d17-f5dc-4902-82fd-67eb2d12c2e9","resolution":{"observed_at":"2026-08-06T19:58:37.787237Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2507.04142","last_updated":"2025-07-05T19:43:54Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-06T19:52:02.081681Z","submitted_at":"2025-07-05T19:43:54Z","title":"Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies"},"reference_resolution":{"displayed":33,"state_counts":{"malformed_identifier":0,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":29,"verified_exact":1,"verified_fuzzy":2},"total_outbound_references":33},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 7 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2507.04142."}