{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016015,0.0002364411,0.0002484581,0.001241113,0.003532996,0.003501919,0.001084326,0.001166574,0.01006885],"category_scores_gemma":[0.00825467,0.0001947897,0.0002969197,0.002174941,0.001755729,0.001585736,0.002073339,0.002221154,0.0006870194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04460296,"about_ca_system_score_gemma":0.1672336,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9728395,"about_ca_topic_score_gemma":0.9864789,"domain_scores_codex":[0.9981958,0.0001500783,0.00008528173,0.00008457498,0.0007832298,0.0007009644],"domain_scores_gemma":[0.9873487,0.0003917406,0.0007296547,0.0001135331,0.004529246,0.006887179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001456443,0.0001662257,0.2385513,0.0008535029,0.00006371307,0.0008950958,0.002157687,0.0006316461,0.0003102559,0.01735678,0.3400242,0.398844],"study_design_scores_gemma":[0.00007668133,0.0001808772,0.7867187,0.003555835,0.0001079477,0.0008148837,0.009556475,0.001742573,0.0002502543,0.006335285,0.1905597,0.0001008411],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1128253,0.06405132,0.0009086149,0.7401151,0.004030507,0.0001132508,0.003214706,0.0001603144,0.07458095],"genre_scores_gemma":[0.874866,0.07926321,0.003021518,0.02933527,0.001993358,0.000054083,0.001821928,0.00006978166,0.009574897],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04460296,"threshold_uncertainty_score":0.3236187,"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."}}