{"id":"W4403248147","doi":"10.1007/s00540-024-03411-8","title":"Anesthetic and obstetric predictors of general anesthesia in urgent or emergent Cesarean delivery: a retrospective case–control study","year":2024,"lang":"en","type":"article","venue":"Journal of Anesthesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network; Sinai Health System; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"","keywords":"Medicine; Obstetric anesthesia; Anesthesiology; Anesthesia; Cesarean delivery; Anesthetic; Pain medicine; Retrospective cohort study; Pregnancy; Obstetrics; Surgery","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":[0.0008174766,0.0005324467,0.0006848792,0.0009269759,0.0008702617,0.0008517295,0.0005771049,0.001090464,0.001896029],"category_scores_gemma":[0.002740029,0.0009217106,0.0008120226,0.001033535,0.0009491994,0.0007700672,0.0005161734,0.001045378,0.0002503576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000421946,"about_ca_system_score_gemma":0.000449885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002852715,"about_ca_topic_score_gemma":0.002418567,"domain_scores_codex":[0.9990548,0.0002303277,0.0001219039,0.000303703,0.0001162922,0.000172941],"domain_scores_gemma":[0.9977576,0.000778239,0.000733788,0.0002563569,0.0001554207,0.0003186229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001115797,0.0004905444,0.9962131,0.00001719868,0.0001022092,0.000710336,0.0001955457,0.00002736032,0.0004942518,0.00004006581,0.00004660125,0.0005470425],"study_design_scores_gemma":[0.0001100116,0.001170039,0.9952565,0.000008118611,0.0001394754,0.001989356,0.0007318442,0.0002686265,0.0001197774,0.00004141571,0.0001492946,0.00001565756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996586,0.0001078324,0.00005216756,0.000008504586,0.000006268533,0.00001179267,0.00003846895,0.000001142939,0.0001151753],"genre_scores_gemma":[0.9996012,0.00007557937,0.00008273464,0.00002085537,0.00002528867,0.00001756677,0.00009293469,0.000002058828,0.00008190858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002852715,"threshold_uncertainty_score":0.006342828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348100651536643,"score_gpt":0.2578974620157982,"score_spread":0.2444164555004318,"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."}}