{"id":"W3198841421","doi":"10.1007/s12630-021-02101-3","title":"Anesthesia-related adverse events in obstetric patients: a population-based study in Canada","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; University of Toronto; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; South Health Campus; University of Calgary","funders":"Cumming School of Medicine, University of Calgary; University of Calgary","keywords":"Medicine; Adverse effect; Childbirth; Anesthesia; Confidence interval; Population; Obstetric anesthesia; Logistic regression; Psychological intervention; Pregnancy; Emergency medicine; Pediatrics; 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":[0.0005234288,0.0004820764,0.0007346054,0.001549354,0.002843409,0.001981897,0.001383264,0.001078106,0.002683711],"category_scores_gemma":[0.002661733,0.0007535234,0.001107667,0.006443604,0.000952695,0.0007021329,0.0009732516,0.001620908,0.0002198391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02108465,"about_ca_system_score_gemma":0.02662305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9816154,"about_ca_topic_score_gemma":0.9875683,"domain_scores_codex":[0.9984559,0.0001273785,0.0001328858,0.0002734531,0.0004814833,0.0005289341],"domain_scores_gemma":[0.9967169,0.0002234926,0.0009074141,0.00007503034,0.001053024,0.001024074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006742666,0.00006934168,0.9973041,0.00003382684,0.00009122331,0.0001348443,0.0004184507,0.00004088097,0.00009817887,0.0000608062,0.0005009028,0.001180079],"study_design_scores_gemma":[0.00001557216,0.00003086418,0.998117,0.00003116403,0.00004168642,0.00009997019,0.001262609,0.0001164101,0.00001322795,0.00001652636,0.0002435127,0.00001147467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942253,0.001025925,0.0001114174,0.00061964,0.00002596893,0.00006900181,0.00220737,0.000008896164,0.001706529],"genre_scores_gemma":[0.9973491,0.0009686275,0.0001467116,0.0003159772,0.00001684666,0.00002226592,0.0007895302,0.000006532984,0.0003843112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02108465,"threshold_uncertainty_score":0.1529806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009394960740121038,"score_gpt":0.2120401151611992,"score_spread":0.2026451544210781,"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."}}