{"id":"W4410499705","doi":"10.1111/jep.70124","title":"Characterizing Personal Clinical Cognitive Uncertainty and Its Association With Clinical Judgment","year":2025,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Centre Hospitalier de l’Université de Montréal; Université Laval","funders":"","keywords":"Clinical judgment; Context (archaeology); Psychology; Cognition; Test (biology); Supervisor; Clinical psychology; Medicine; Social psychology; Psychiatry; Medical physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008566431,0.0002749374,0.0003186472,0.001944711,0.0004835786,0.001872236,0.0005881716,0.0006271815,0.002264017],"category_scores_gemma":[0.09684538,0.0001469707,0.000380141,0.001264314,0.001787645,0.001010467,0.001864639,0.0007704525,0.0001294074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039188,"about_ca_system_score_gemma":0.001363916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001916928,"about_ca_topic_score_gemma":0.002624391,"domain_scores_codex":[0.9918085,0.00396627,0.0009855777,0.0005839324,0.002230721,0.000425063],"domain_scores_gemma":[0.85163,0.09846377,0.03672258,0.003481393,0.005907276,0.003794952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001110863,0.00005948899,0.9882139,0.00007053788,0.00005359831,0.0000604034,0.00171853,0.0004101455,0.0001353934,0.0001747612,0.00008870481,0.00890342],"study_design_scores_gemma":[0.000006540621,0.0002208225,0.9927998,0.00009333108,0.0000341159,0.0004197214,0.002799754,0.001682797,0.0004288798,0.001074743,0.0004087694,0.00003083979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960418,0.00031996,0.001897499,0.0002089987,0.000006102361,0.00004442326,0.00008870313,0.000008419291,0.001384093],"genre_scores_gemma":[0.9992158,0.00006484093,0.0005907887,0.00001919261,0.000007587229,0.00001835375,0.00004134413,0.000001312158,0.00004056489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008566431,"threshold_uncertainty_score":0.04530412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1172555181004824,"score_gpt":0.5233957039174945,"score_spread":0.4061401858170121,"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."}}