{"id":"W2980205896","doi":"10.1097/sla.0000000000003616","title":"System Factors Affecting Patient Safety in the OR","year":2019,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Interquartile range; Patient safety; Resilience (materials science); Medical emergency; Surgery; Health care","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":[0.003730914,0.0003887285,0.0002906324,0.00122042,0.0008504612,0.001904012,0.0004294149,0.0003438499,0.004833899],"category_scores_gemma":[0.01833483,0.0001403082,0.0004712047,0.001005601,0.0009968642,0.0007803694,0.002306021,0.000542776,0.0003682244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246152,"about_ca_system_score_gemma":0.002381535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002640956,"about_ca_topic_score_gemma":0.00257437,"domain_scores_codex":[0.9943297,0.002914106,0.0005622708,0.0005597671,0.001012808,0.0006213759],"domain_scores_gemma":[0.9835731,0.006959385,0.006582507,0.0007232616,0.001201553,0.0009602064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000226816,0.0001537214,0.9448555,0.0003229579,0.0001400894,0.0004289524,0.004084841,0.0005953104,0.0007722889,0.000630802,0.000674798,0.04711401],"study_design_scores_gemma":[0.00001313713,0.0006392648,0.9841702,0.0002459321,0.00008048795,0.0008472016,0.007391708,0.00134537,0.0004570611,0.0008667732,0.003904912,0.00003792844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885002,0.0008724552,0.003970021,0.0008788569,0.0000437316,0.0001275731,0.0002592565,0.0000340212,0.005313949],"genre_scores_gemma":[0.9979966,0.0002656113,0.001147935,0.0001539707,0.00002528124,0.00004302099,0.00008879005,0.000005097002,0.0002736609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004833899,"threshold_uncertainty_score":0.01973116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4195818028871018,"score_gpt":0.4545359542679064,"score_spread":0.03495415138080465,"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."}}