{"id":"W2144663895","doi":"10.1016/j.jcrc.2006.06.002","title":"The checklist—a tool for error management and performance improvement","year":2006,"lang":"en","type":"review","venue":"Journal of Critical Care","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":647,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Checklist; Medicine; Aviation; Human error; Norm (philosophy); Work (physics); Narrative review; Process management; Risk analysis (engineering); Operations management; Intensive care medicine; Psychology; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008361815,0.0001815101,0.0006371936,0.00007735556,0.00071688,0.000004838581,0.0002396902,0.0002050521,0.0000184428],"category_scores_gemma":[0.0004131385,0.0001012332,0.000258355,0.00007249439,0.0001230221,0.00007810043,0.00008065769,0.0007259797,0.000009527831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002458317,"about_ca_system_score_gemma":0.0003385009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.775871e-7,"about_ca_topic_score_gemma":0.000001943567,"domain_scores_codex":[0.9977623,0.0001608951,0.001212493,0.0001358136,0.0003694757,0.0003590273],"domain_scores_gemma":[0.997672,0.0008922889,0.0006260015,0.0001952708,0.0004838769,0.0001306213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003585057,0.00003024286,0.00002752783,0.1203816,0.00004021575,0.000004594707,0.0002191096,2.836065e-7,1.891151e-8,0.002952307,0.005670423,0.8706378],"study_design_scores_gemma":[0.0003842606,0.000277771,0.0001604949,0.006534559,0.0008228905,0.000006610384,0.001156606,0.0000035376,9.532629e-8,0.0001084877,0.9904349,0.0001098091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002639311,0.9930779,0.0007974319,0.001142909,0.001573604,0.001329536,0.00005813388,0.000007216485,0.001986859],"genre_scores_gemma":[0.001571224,0.9942616,0.0006096008,0.0003274081,0.0007292442,0.0003205779,0.00003046039,0.00002635042,0.002123598],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9847645,"threshold_uncertainty_score":0.5513734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1035768700479541,"score_gpt":0.4910526506795745,"score_spread":0.3874757806316204,"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."}}