{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001595956,0.00008321166,0.0002482925,0.00003184068,0.00009239392,0.00001188847,0.00003785014,0.0000962027,0.0001661775],"category_scores_gemma":[0.000739278,0.0000537919,0.00003817002,0.0001206318,0.000116337,0.0000222209,0.00009631219,0.0001803328,0.000003057197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001634585,"about_ca_system_score_gemma":0.00006627557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000351644,"about_ca_topic_score_gemma":0.0001779548,"domain_scores_codex":[0.9992802,0.00008070956,0.0001940116,0.0001721722,0.0001171157,0.0001557519],"domain_scores_gemma":[0.9989089,0.0005834367,0.0000911037,0.0001765761,0.0001332916,0.0001067192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001986857,0.00004289803,0.9889712,0.0002770963,0.00006056655,0.0002249459,0.0001567071,2.655283e-7,0.0001127399,0.0007853505,0.00007884824,0.009269562],"study_design_scores_gemma":[0.0005336273,0.0001840682,0.9931334,0.00001181895,0.0001017633,0.0003869481,0.0002643674,0.00009869794,0.0004322019,0.0009071269,0.003889608,0.00005640255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922022,0.004556068,0.000003302285,0.00104892,0.000491771,0.0001058934,0.00008726761,0.000006839845,0.001497715],"genre_scores_gemma":[0.9939399,0.004621815,0.00007297486,0.0003652133,0.00003611576,0.000003506788,0.000009908902,0.000005930844,0.000944654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00921316,"threshold_uncertainty_score":0.219357,"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."}}