{"id":"W2043128879","doi":"10.1056/nejme1315851","title":"The Checklist Conundrum","year":2014,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":175,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Checklist; Medicine; Patient safety; Compliance (psychology); Public relations; Political science; Law; Psychology; Social psychology; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02041528,0.000710323,0.0006704658,0.002005415,0.009893185,0.00514177,0.003909599,0.04183872,0.02219163],"category_scores_gemma":[0.1368689,0.0008404384,0.001163612,0.001152713,0.007697581,0.008449465,0.004625475,0.03239447,0.01007579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01100875,"about_ca_system_score_gemma":0.01565385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01102067,"about_ca_topic_score_gemma":0.01599825,"domain_scores_codex":[0.9730076,0.01059426,0.002735995,0.002126565,0.009972041,0.001563561],"domain_scores_gemma":[0.9169479,0.04536461,0.003555725,0.003904918,0.02260815,0.007618754],"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":[0.00001032424,0.00001843631,0.0003639587,0.00004477903,0.000004162525,0.001032159,0.000404824,0.00005681248,0.00004802718,0.0103294,0.9697459,0.01794123],"study_design_scores_gemma":[0.00002725201,0.00004092135,0.0005203107,0.0005643849,0.000009197278,0.004496061,0.00112666,0.0002894218,0.00007455307,0.01153491,0.9812818,0.00003452354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004167939,0.0008177496,0.000478743,0.9788808,0.008543569,0.00002569061,0.0000394148,0.00008338854,0.0107138],"genre_scores_gemma":[0.007641532,0.0006685437,0.0008133985,0.9734851,0.007161942,0.00007282282,0.00004328486,0.00005823497,0.01005516],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04183872,"threshold_uncertainty_score":0.1079676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06639116178459539,"score_gpt":0.4195094663334752,"score_spread":0.3531183045488798,"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."}}