{"id":"W1853399627","doi":"10.1007/s12630-013-9916-8","title":"Surgical safety checklist: implementation in an ambulatory surgical facility","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care","keywords":"Checklist; Ambulatory; Medicine; Debriefing; Nausea; Patient safety; Vomiting; Physical therapy; Confidence interval; Emergency medicine; Anesthesia; Health care; Surgery; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003712475,0.0003366006,0.000715306,0.000934071,0.001079165,0.00003331327,0.0006566092,0.0004187992,0.006233973],"category_scores_gemma":[0.0001883779,0.0002991894,0.0002273692,0.0005627958,0.0002611411,0.001230643,0.00001258602,0.002120072,0.0002236293],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0022868,"about_ca_system_score_gemma":0.009506659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02823833,"about_ca_topic_score_gemma":0.09235818,"domain_scores_codex":[0.9940403,0.001328076,0.002215631,0.000298955,0.0006871232,0.001429972],"domain_scores_gemma":[0.9927166,0.0002509113,0.00127311,0.0003264585,0.0009671875,0.004465798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003782832,0.0001191031,0.6786948,0.00009370856,0.00006637238,0.2865381,0.0126035,0.0004117114,0.00001320554,0.001149206,0.009180077,0.0107519],"study_design_scores_gemma":[0.003708034,0.0006258659,0.4069329,0.0002198869,0.00004250833,0.3717338,0.008911444,0.00005762754,0.000005550426,0.0004099942,0.2069227,0.000429664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880685,0.0003453924,0.00001513513,0.009145662,0.0005804527,0.0005396872,0.00002250174,0.00001307759,0.001269603],"genre_scores_gemma":[0.9982471,0.00006935993,0.00009535643,0.0002189107,0.000705811,0.00002087942,0.00005937871,0.00003154877,0.0005516324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2717619,"threshold_uncertainty_score":0.999946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0299438975786807,"score_gpt":0.3347373875585735,"score_spread":0.3047934899798928,"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."}}