{"id":"W4387563265","doi":"10.1002/ejhf.3055","title":"Outcomes at One Year in Women with Peripartum Cardiomyopathy: Findings from the ESC EORP PPCM Registry","year":2023,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"Abbott Vascular; Novartis Pharma; Servier; Bayer; Gedeon Richter; British Heart Foundation; Boston Scientific Corporation; Daiichi Sankyo Europe; Sanofi; Amgen; Pfizer; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; ResMed","keywords":"Peripartum cardiomyopathy; Medicine; Ejection fraction; Heart failure; Stroke (engine); Internal medicine; Cardiology; Cardiomyopathy","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.00182012,0.0001991194,0.0006575861,0.0001460947,0.0001009291,0.00005109585,0.0002932897,0.00004109678,0.0001803903],"category_scores_gemma":[0.0003173265,0.0001276739,0.0003004013,0.0004143771,0.0001242137,0.0001079342,0.0001922012,0.000670069,0.0004553077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001803985,"about_ca_system_score_gemma":0.00008637396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007262335,"about_ca_topic_score_gemma":0.000008714555,"domain_scores_codex":[0.9976996,0.0004535654,0.0004586735,0.0002401109,0.0007538336,0.000394242],"domain_scores_gemma":[0.9987019,0.0001257551,0.0001389044,0.0007327705,0.0001130786,0.0001876402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00100254,0.00008636309,0.7974356,0.00007834626,0.001192447,0.01202684,0.008514506,0.0002042799,0.002109687,0.00001432843,0.1760663,0.001268823],"study_design_scores_gemma":[0.002971377,0.000279686,0.6435366,0.0009202809,0.0001293301,0.001108714,0.001921175,0.000002845227,0.0001828939,0.0000121968,0.3487894,0.0001454857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830196,0.00103456,0.00002407765,0.0144161,0.0002608175,0.0001949023,0.00001216231,0.00004806908,0.0009896468],"genre_scores_gemma":[0.995453,0.0001255216,0.001721647,0.0005738933,0.0005441461,0.000003591683,0.000007290903,0.0000832176,0.001487676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1727231,"threshold_uncertainty_score":0.5852211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388154588003288,"score_gpt":0.2341106609598555,"score_spread":0.2202291150798226,"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."}}