{"id":"W2591350882","doi":"10.1515/dx-2016-0043","title":"Five things to know about diagnostic error","year":2017,"lang":"en","type":"article","venue":"Diagnosis","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University Health Network; University of Toronto","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medical diagnosis; Diagnostic test; Need to know; Diagnostic accuracy; Root cause analysis; Medicine; Root cause; Psychology; Intensive care medicine; Computer science; Engineering; Pathology; Forensic engineering; Pediatrics; Operations management; Computer security","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":[0.02198068,0.001726731,0.001754139,0.005750587,0.00631783,0.009600131,0.002596242,0.01405813,0.009413692],"category_scores_gemma":[0.1129748,0.0007980422,0.001915995,0.002100456,0.01334262,0.0278736,0.006383743,0.02728052,0.004098037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004711112,"about_ca_system_score_gemma":0.01103863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004261768,"about_ca_topic_score_gemma":0.005052183,"domain_scores_codex":[0.9771283,0.01132573,0.003157638,0.001439919,0.005427182,0.001521362],"domain_scores_gemma":[0.869693,0.07882915,0.007510213,0.004686262,0.02765839,0.01162301],"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":[0.0002699388,0.0002184028,0.009042136,0.003485338,0.0002780848,0.002532826,0.005025934,0.0005500822,0.000668124,0.04558103,0.5422683,0.3900798],"study_design_scores_gemma":[0.00008713546,0.0003945009,0.006938312,0.01702154,0.0003650549,0.01162208,0.0179136,0.0008680482,0.001260675,0.2507108,0.6923817,0.0004364633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00227683,0.09840024,0.009103229,0.8495418,0.0303632,0.00005383207,0.000198198,0.000279585,0.009783034],"genre_scores_gemma":[0.09861261,0.190141,0.02672419,0.6136668,0.0612673,0.0001981089,0.0007587632,0.0002249864,0.008406275],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02198068,"threshold_uncertainty_score":0.1162463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573529345819895,"score_gpt":0.3592916808582509,"score_spread":0.3335563874000519,"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."}}