{"id":"W2149382303","doi":"10.1056/nejmsa1308261","title":"Introduction of Surgical Safety Checklists in Ontario, Canada","year":2014,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":627,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Institute for Clinical Evaluative Sciences; University of Toronto; Institute of Health Services and Policy Research; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Checklist; Odds ratio; Confidence interval; Patient safety; Observational study; Acute care; Emergency medicine; Surgical procedures; Health care; Medical emergency; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001905757,0.0003139853,0.0003309229,0.0011437,0.00257966,0.001150978,0.001514426,0.0006066262,0.001801302],"category_scores_gemma":[0.01004801,0.0004766458,0.0006540851,0.002115099,0.001062291,0.000498919,0.001320944,0.001072949,0.0001121794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06431269,"about_ca_system_score_gemma":0.1234161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9882002,"about_ca_topic_score_gemma":0.9932556,"domain_scores_codex":[0.9956494,0.000435119,0.0003235973,0.0004063701,0.002025622,0.001159962],"domain_scores_gemma":[0.9727436,0.001940162,0.008815872,0.0006775977,0.009488692,0.006334159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001927133,0.0001390312,0.9612631,0.0005159394,0.0001073609,0.0003648146,0.001939834,0.0005782952,0.0008547563,0.0002319499,0.006743531,0.02706871],"study_design_scores_gemma":[0.00001820731,0.00006986827,0.995174,0.00008686113,0.00001595901,0.00005095552,0.0006864414,0.000235939,0.00007555246,0.00001963381,0.003550622,0.00001606132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976188,0.00363958,0.0008494473,0.006832431,0.0001922478,0.0004342526,0.00407402,0.0001221666,0.007667932],"genre_scores_gemma":[0.9922326,0.001890615,0.001238411,0.001234124,0.00004196839,0.0001017653,0.001281107,0.00001544029,0.001964009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06431269,"threshold_uncertainty_score":0.4666234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02441003881932048,"score_gpt":0.3263961291494745,"score_spread":0.3019860903301541,"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."}}