{"id":"W4310552007","doi":"10.1097/01.aoa.0000891532.59174.56","title":"Successful Obstetric Anesthesia Care in Canada: Moving Beyond Survival","year":2022,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Airway management; Cesarean delivery; Airway; Obstetric anesthesia; Anesthesia; Pregnancy; Specialty; Intensive care medicine; Family medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005404456,0.0006639499,0.001882924,0.001068906,0.0004736262,0.00008092671,0.0006260423,0.0001758463,0.0005453802],"category_scores_gemma":[0.0005598334,0.0006452935,0.0005830986,0.004521075,0.0001020778,0.0001942425,0.0001279881,0.0009553023,0.00005210214],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004046763,"about_ca_system_score_gemma":0.003441611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3189324,"about_ca_topic_score_gemma":0.07305584,"domain_scores_codex":[0.9940372,0.0005723347,0.0009906915,0.0009888369,0.002166762,0.001244142],"domain_scores_gemma":[0.9950618,0.002890726,0.00028145,0.0009824674,0.0001948878,0.0005886955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002355687,0.0002030895,0.9464684,0.0001502553,0.00006001013,0.04404354,0.0006790187,0.0004997452,0.00001890023,0.00133185,0.0003188368,0.005990845],"study_design_scores_gemma":[0.00229302,0.0002769621,0.7104334,0.00003854668,0.0001579467,0.005702484,0.009626902,0.00007006877,0.00005548731,0.000006876202,0.2706355,0.0007028788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659341,0.01115993,0.000001590139,0.003227806,0.000397236,0.0009740327,0.000009596081,0.000155878,0.01813983],"genre_scores_gemma":[0.9939401,0.0001929021,0.00007473285,0.002145321,0.0001559721,0.0001828347,0.0001691646,0.0001365539,0.003002385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2703166,"threshold_uncertainty_score":0.9997765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009578696498049493,"score_gpt":0.2194955347417809,"score_spread":0.2099168382437314,"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."}}