{"id":"W2939211010","doi":"10.1016/j.jogc.2019.02.246","title":"PERIPARTUM CARDIOMYOPATHY IN MANITOBA: ANALYSIS OF THE CLINICAL CHARACTERISTICS AND FEATURES ASSOCIATED WITH SEVERITY OF DISEASE","year":2019,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Peripartum cardiomyopathy; Heart failure; Pregnancy; Ejection fraction; Pediatrics; Gestational age; Population; Cardiomyopathy; Retrospective cohort study; Obstetrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004354755,0.0004423264,0.0003449786,0.002482614,0.001437407,0.0008814432,0.0008298529,0.0004889656,0.001330654],"category_scores_gemma":[0.00163886,0.0005948662,0.0002754831,0.003492681,0.000705461,0.0003671421,0.001014512,0.0005925857,0.0002651458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002548171,"about_ca_system_score_gemma":0.00354984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.475378,"about_ca_topic_score_gemma":0.6287134,"domain_scores_codex":[0.9996395,0.00008971064,0.00003679909,0.00004510581,0.00007453469,0.0001144185],"domain_scores_gemma":[0.9988325,0.0001549127,0.0002807638,0.00004235829,0.0002672999,0.0004220885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005324543,0.00003017219,0.9981959,0.00000609375,0.00001747282,0.0002722584,0.0003989452,0.00001658011,0.000387364,0.00001182778,0.00006242607,0.0005475287],"study_design_scores_gemma":[0.000002806533,0.00003430466,0.9986011,0.000006698547,0.000009843794,0.0001982103,0.001009424,0.00004457658,0.00002114418,0.000008617583,0.00006038889,0.000002857231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988717,0.0001873724,0.00002880582,0.00006543772,0.000003219066,0.00001287457,0.0003661136,0.000002743084,0.0004616441],"genre_scores_gemma":[0.9990165,0.0002915837,0.00008357943,0.00006228113,0.000007990808,0.00001184372,0.0002859077,0.000003038119,0.0002372167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.524622,"threshold_uncertainty_score":0.945222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026004485044001,"score_gpt":0.2425830620336639,"score_spread":0.2323230171832239,"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."}}