{"id":"W3119271760","doi":"10.1097/aog.0000000000004223","title":"Severe Maternal Morbidity and Risk of Mortality Beyond the Postpartum Period","year":2021,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Period (music); Medicine; Postpartum period; Maternal morbidity; Obstetrics; Pregnancy; Biology","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":[0.0003389154,0.0001796883,0.0001276203,0.0003656667,0.0002773683,0.0003126414,0.0001961073,0.0002109062,0.0009933676],"category_scores_gemma":[0.001742542,0.00010236,0.0003279505,0.0004142665,0.0002045875,0.0001542755,0.0003337188,0.000402486,0.00007328663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007405275,"about_ca_system_score_gemma":0.001058162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08826037,"about_ca_topic_score_gemma":0.1080215,"domain_scores_codex":[0.9997984,0.00003623551,0.00001632298,0.00003401603,0.00004393554,0.00007110154],"domain_scores_gemma":[0.9988182,0.00008748278,0.0007594217,0.00004160438,0.0001134483,0.0001797272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003122984,0.000004338479,0.9985644,0.000008435817,0.00004546438,0.00005349861,0.00001780049,0.00005497115,0.00005195484,0.00001684393,0.0001006191,0.001050374],"study_design_scores_gemma":[9.29981e-7,0.0000127664,0.9996089,0.00001162332,0.00001153804,0.0001133511,0.00002759609,0.00008852141,0.00001406676,0.00001538557,0.00009403099,0.000001218874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956677,0.001864374,0.000161455,0.0003552358,0.00001294887,0.000006486966,0.001078831,0.000006047186,0.0008469076],"genre_scores_gemma":[0.9990722,0.0003947892,0.00005443559,0.00002588554,0.00001164662,0.000002176037,0.0003262419,7.270898e-7,0.0001118361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08826037,"threshold_uncertainty_score":0.1754932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02118140075378353,"score_gpt":0.2810858596743857,"score_spread":0.2599044589206022,"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."}}