{"id":"W2944729296","doi":"10.1016/j.preghy.2019.05.014","title":"Peripartum cardiomyopathy with co-incident preeclampsia: A cohort study of clinical risk factors and outcomes among commercially insured women","year":2019,"lang":"en","type":"article","venue":"Pregnancy Hypertension","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"McGill University","keywords":"Medicine; Preeclampsia; Peripartum cardiomyopathy; Mace; Obstetrics; Pregnancy; Internal medicine; Heart failure; Cardiomyopathy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001088488,0.0004793562,0.002693492,0.0001788261,0.0001115966,0.00002747206,0.0001997856,0.0002618491,0.0000407571],"category_scores_gemma":[0.0005194625,0.0003240291,0.00043504,0.0002376462,0.0002475014,0.0001985393,0.0002534623,0.0006016301,0.00001355446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009310537,"about_ca_system_score_gemma":0.0001185802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005923246,"about_ca_topic_score_gemma":0.0001004618,"domain_scores_codex":[0.995815,0.0005673286,0.001026116,0.0009376995,0.00117537,0.0004784942],"domain_scores_gemma":[0.9968457,0.000300683,0.000465808,0.001691105,0.0003648898,0.0003318759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003936371,0.001107231,0.9892629,0.0002047233,0.002062098,0.0004404262,0.003616357,0.00001560335,0.00003745861,0.000002026545,0.00002182433,0.002835649],"study_design_scores_gemma":[0.009724919,0.002820802,0.9812219,0.001485272,0.001455541,0.0001754005,0.002492934,0.00009341395,0.00008057712,0.000005910062,0.00008984261,0.0003535298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992139,0.00205091,0.0000221638,0.0000143524,0.0004939617,0.004291742,0.00001520845,0.0001238037,0.0008488881],"genre_scores_gemma":[0.9984627,0.0007871366,0.0001824793,0.00003709347,0.00005393685,0.0001651344,0.0000209644,0.00008998311,0.0002005832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009331281,"threshold_uncertainty_score":0.9999212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02387522302895889,"score_gpt":0.2964807419744612,"score_spread":0.2726055189455023,"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."}}