{"id":"W4282976397","doi":"10.1097/sla.0000000000005495","title":"Association Between Surgeon and Anesthesiologist Sex Discordance and Postoperative Outcomes","year":2022,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Sunnybrook Health Science Centre; Mount Sinai Hospital","funders":"","keywords":"Medicine; Association (psychology); MEDLINE; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001087137,0.0000841154,0.0004175267,0.00008332874,0.0001313151,0.000006220081,0.00002254521,0.00004042127,0.00003336877],"category_scores_gemma":[0.00035923,0.00007139528,0.00005780511,0.0001042899,0.00004462481,0.00005032099,0.00004566111,0.0001340303,5.728959e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001722012,"about_ca_system_score_gemma":0.0000592091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002889314,"about_ca_topic_score_gemma":0.000005760162,"domain_scores_codex":[0.9990047,0.0001695575,0.0002493322,0.0001910348,0.0002111755,0.0001742093],"domain_scores_gemma":[0.9982898,0.001305281,0.0001324453,0.00011991,0.00007915961,0.00007336946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003850181,0.00002378302,0.9800095,0.00005795437,0.00007641748,0.00001680505,0.0004258086,4.649043e-7,0.0000346583,0.00001851456,0.003419975,0.0158776],"study_design_scores_gemma":[0.0001028638,0.000109823,0.9933274,0.00001562421,0.00001769174,0.00001185078,0.0009791203,0.000002724459,0.000478613,0.0001896728,0.004695489,0.00006911228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740499,0.001785741,7.172458e-7,0.02382032,0.00006936473,0.0001183924,0.00005905284,0.00001623986,0.00008023307],"genre_scores_gemma":[0.996001,0.0007511862,0.00001365493,0.002383427,0.00003513908,0.00001499028,0.0000554153,0.000008027874,0.0007371611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02195106,"threshold_uncertainty_score":0.2911415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.309581003037593,"score_gpt":0.395873707617182,"score_spread":0.08629270457958904,"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."}}