{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002090089,0.00008502005,0.0002817471,0.0001271394,0.0001438602,4.639491e-7,0.0001049528,0.00009812423,0.0002165097],"category_scores_gemma":[0.0007162748,0.00004767435,0.00009043039,0.000310005,0.00002165501,0.0000914429,0.00003107407,0.0002642254,0.0001509756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002641321,"about_ca_system_score_gemma":0.000184467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001473637,"about_ca_topic_score_gemma":0.00002319329,"domain_scores_codex":[0.9979067,0.0007355865,0.0006389375,0.0001303558,0.0002839413,0.0003044441],"domain_scores_gemma":[0.9942557,0.004858424,0.0004746731,0.0002729438,0.00008657726,0.00005167369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001393798,0.00006118314,0.9784406,0.0005912191,0.00001322805,0.000003041067,0.01398263,0.00003063518,0.00001923918,0.0002536138,0.005255163,0.00121001],"study_design_scores_gemma":[0.0001406309,0.00003814009,0.9209387,0.001226031,0.000003777264,6.700012e-7,0.0525847,0.00001797448,0.0001547704,0.000008064315,0.02480321,0.00008334639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903789,0.00006239589,0.00001764285,0.001539364,0.001077798,0.0005567622,0.0000174449,0.0000288611,0.00632082],"genre_scores_gemma":[0.998488,0.00004693085,0.00000410363,0.00121139,0.00003903256,0.00002103611,0.00002297121,0.00000835338,0.0001581469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05750198,"threshold_uncertainty_score":0.2370629,"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."}}