{"id":"W4412086198","doi":"10.1001/jamainternmed.2025.2379","title":"The Ladies of the Canyon","year":2025,"lang":"en","type":"article","venue":"JAMA Internal Medicine","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Canyon; Narrative; Storytelling; Medical education; Literature; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001170455,0.000578251,0.0003221766,0.0005244591,0.01390318,0.005644633,0.0005731281,0.003271104,0.01900799],"category_scores_gemma":[0.005247046,0.0003177953,0.0003162728,0.0002981847,0.006468366,0.00494315,0.004827423,0.01164516,0.005533089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002527316,"about_ca_system_score_gemma":0.003373775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01016684,"about_ca_topic_score_gemma":0.02336966,"domain_scores_codex":[0.9987656,0.0005652297,0.00002154645,0.0001503911,0.0002394219,0.0002578882],"domain_scores_gemma":[0.9986814,0.0004253855,0.00007744526,0.00005493881,0.0002319681,0.0005288422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002890979,0.00001805712,0.0005275142,0.00007998975,0.000006116197,0.0009308023,0.03096216,0.00006429417,0.0002278594,0.1223843,0.8184584,0.02631152],"study_design_scores_gemma":[0.000003306796,0.00001058683,0.0001817915,0.0001954623,0.000002192613,0.0004917962,0.01421412,0.00003236638,0.00009081722,0.007368093,0.9774016,0.000007807203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01050555,0.02820692,0.002729492,0.5559648,0.02438724,0.00003597357,0.00006377443,0.0002303157,0.377876],"genre_scores_gemma":[0.1504255,0.01491262,0.002367174,0.1745244,0.004451108,0.00006802538,0.00004755377,0.0002901097,0.6529136],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01900799,"threshold_uncertainty_score":0.06358802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112474411293313,"score_gpt":0.3197186370743849,"score_spread":0.3085938929614517,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}