{"id":"W2769893261","doi":"10.1111/jep.12847","title":"Gating the holes in the <scp>Swiss</scp> cheese (part I): <scp>E</scp>xpanding professor <scp>Reason's</scp> model for patient safety","year":2017,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; Western University; Dalhousie University; Saskatchewan Health; South Bruce Grey Health Centre; University of Saskatchewan","funders":"","keywords":"Cognition; Covert; Harm; Psychology; Health care; Rational analysis; Patient safety; Cognitive bias; Cognitive psychology; Social psychology; Psychiatry","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":[0.004679421,0.0005626954,0.0002488768,0.0007964729,0.002919937,0.006229635,0.001071301,0.00393068,0.008968689],"category_scores_gemma":[0.009395736,0.0004170408,0.0009788376,0.0006571712,0.01981275,0.009563079,0.004406142,0.003974585,0.001303006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00358949,"about_ca_system_score_gemma":0.003406398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004347721,"about_ca_topic_score_gemma":0.004896211,"domain_scores_codex":[0.9971662,0.001728002,0.00006428212,0.0003022133,0.0005189711,0.0002203001],"domain_scores_gemma":[0.9940047,0.004305741,0.0004731306,0.0003895084,0.0005473551,0.0002796382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001530767,0.00004322336,0.001359846,0.0002318855,0.00002068526,0.0007082997,0.0319741,0.001895444,0.001622564,0.89639,0.04318216,0.02241892],"study_design_scores_gemma":[0.00007031458,0.0002154706,0.002805263,0.0009621516,0.00004863568,0.0007804733,0.02690855,0.007820849,0.00265034,0.6839834,0.2736287,0.0001258634],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1385135,0.004737308,0.1428382,0.295298,0.002454948,0.0005375084,0.0003359407,0.0006717523,0.4146129],"genre_scores_gemma":[0.9357652,0.001573283,0.02415677,0.01285347,0.0002262903,0.0002432118,0.0001096048,0.0001731395,0.02489907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008968689,"threshold_uncertainty_score":0.03000325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1558789144981109,"score_gpt":0.4915328957958423,"score_spread":0.3356539812977314,"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."}}