{"id":"W4382982363","doi":"10.1177/1753495x231178405","title":"How other countries can improve Canada's maternal mortality statistics","year":2023,"lang":"en","type":"review","venue":"Obstetric Medicine","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"Physicians' Services Incorporated Foundation","keywords":"Medicine; Pregnancy; Confidentiality; Maternal death; Maternal morbidity; Maternal health; Medical care; Family medicine; Demography; Medical emergency; Environmental health; Population; Health services","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003042227,0.0006613866,0.003042851,0.0003012502,0.0001052667,0.00003764369,0.0003110438,0.0002882074,0.0003195],"category_scores_gemma":[0.000917115,0.0004101059,0.0001423044,0.0007533914,0.0001663033,0.00002276796,0.00008509393,0.0007048924,0.00007076939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110544,"about_ca_system_score_gemma":0.00318571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5913914,"about_ca_topic_score_gemma":0.2153074,"domain_scores_codex":[0.9961334,0.000103077,0.0009962589,0.0005788919,0.001445236,0.0007430956],"domain_scores_gemma":[0.9972273,0.0004924238,0.0006522752,0.0006773954,0.0002546701,0.0006959742],"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":[0.00003026735,0.00005714262,0.003486895,0.2285811,0.001611855,0.005095889,0.00008380793,8.605844e-8,3.071787e-7,0.00231282,0.2118357,0.5469041],"study_design_scores_gemma":[0.0007344052,0.0002123097,0.001438833,0.01773841,0.002186139,0.0002071307,0.00005269759,0.000002540286,5.123029e-7,0.00006850102,0.9770458,0.0003127106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006490646,0.9877253,0.0000216092,0.001981016,0.003946668,0.001197892,0.003793947,0.0001126253,0.001156055],"genre_scores_gemma":[0.00004970066,0.9638841,0.00005005379,0.002130472,0.001946462,0.00004852721,0.0004711605,0.0001237832,0.03129572],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7652102,"threshold_uncertainty_score":0.9998351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05665518492455299,"score_gpt":0.3444640032426438,"score_spread":0.2878088183180908,"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."}}