{"id":"W3213257919","doi":"10.1016/j.anclin.2021.08.004","title":"Emergency Resources in Obstetrics","year":2021,"lang":"en","type":"review","venue":"Anesthesiology Clinics","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Modalities; Medical emergency; Obstetrics and gynaecology; Maternal morbidity; Health care; Obstetrics; Pregnancy; Intensive care medicine; Emergency medicine","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":[0.002007081,0.001231274,0.002582895,0.006351729,0.0005292998,0.002774675,0.001207706,0.002162399,0.01873131],"category_scores_gemma":[0.007797067,0.0005980611,0.00129546,0.006834554,0.0010243,0.003137403,0.001941516,0.003190775,0.00236522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002493129,"about_ca_system_score_gemma":0.006890555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007862953,"about_ca_topic_score_gemma":0.01834498,"domain_scores_codex":[0.9989599,0.000330023,0.0002208198,0.0001192433,0.0002593346,0.0001106862],"domain_scores_gemma":[0.9958092,0.002523184,0.0008153964,0.00005930656,0.0005155988,0.0002773173],"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":[0.00009323425,0.00005745924,0.0004166933,0.08814357,0.0002331253,0.0001222102,0.0001197564,0.0002686964,0.0001120836,0.002846837,0.07998762,0.8275987],"study_design_scores_gemma":[0.0001424932,0.0001438202,0.003034277,0.2089957,0.000997298,0.0008888824,0.0003147142,0.0001273765,0.00008112511,0.002332913,0.7828962,0.00004521968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002816348,0.9984558,0.00002410644,0.0005350824,0.0003402435,0.000004380436,0.00001920075,0.00000348239,0.00058958],"genre_scores_gemma":[0.0004483886,0.9980641,0.00007468327,0.0007816986,0.0003901248,0.000007250831,0.00002171764,0.000001497716,0.0002104656],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01873131,"threshold_uncertainty_score":0.06266242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1342828743922638,"score_gpt":0.4373411520328448,"score_spread":0.303058277640581,"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."}}