{"id":"W4250431025","doi":"10.1197/aemj.9.11.1184","title":"Achieving Quality in Clinical Decision Making: Cognitive Strategies and Detection of Bias","year":2002,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":588,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Heuristics; Cornerstone; Cognition; Medicine; Clinical decision making; Quality (philosophy); Emergency department; Cognitive bias; Resource (disambiguation); Cognitive load; Principal (computer security); Quality management; Cognitive psychology; Operations management; Computer science; Intensive care medicine; Psychology; Nursing; Psychiatry; Computer security; Management system","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":[0.04221191,0.0007914866,0.0006562743,0.005433098,0.001463059,0.01054186,0.001441097,0.002127398,0.001229302],"category_scores_gemma":[0.1734848,0.0004832416,0.0006974274,0.002801728,0.01119538,0.00766054,0.005216752,0.002257092,0.0002306646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003692297,"about_ca_system_score_gemma":0.005708391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003300659,"about_ca_topic_score_gemma":0.002237643,"domain_scores_codex":[0.9557976,0.02992023,0.002745303,0.001682658,0.008404153,0.001450078],"domain_scores_gemma":[0.8616212,0.1013505,0.01819158,0.005774343,0.009842898,0.003219471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005010718,0.0005151865,0.1272817,0.001431295,0.0005628133,0.0004159375,0.03373772,0.007301173,0.001780645,0.3073312,0.004223107,0.5149181],"study_design_scores_gemma":[0.0001992741,0.0006583453,0.07497323,0.001508019,0.0002015577,0.001059737,0.01931765,0.02261221,0.002658744,0.8627076,0.0138378,0.0002659313],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5649412,0.0138816,0.2599516,0.05062313,0.0004232719,0.00108038,0.00018184,0.0004472211,0.1084698],"genre_scores_gemma":[0.9334241,0.001903166,0.062213,0.001473989,0.0001110733,0.0002805852,0.00005007755,0.00002314682,0.00052085],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04221191,"threshold_uncertainty_score":0.2232406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.208297777171271,"score_gpt":0.4949761063994055,"score_spread":0.2866783292281344,"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."}}