{"id":"W4205205082","doi":"10.1503/cmaj.210468","title":"Peripartum cardiomyopathy","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Peripartum cardiomyopathy; Ejection fraction; Medicine; Heart failure; Cardiomyopathy; Pregnancy; Cardiology; Internal medicine; Heart disease; Postpartum period","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001327964,0.0001045632,0.0003493086,0.0001174287,0.0001744055,0.00007829075,0.0001015606,0.000347059,0.008169344],"category_scores_gemma":[0.004093646,0.0001041258,0.0004272576,0.0002986534,0.00002832962,0.00007274159,0.00002233707,0.0009921759,0.0004090534],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001310059,"about_ca_system_score_gemma":0.00664941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002043327,"about_ca_topic_score_gemma":0.002877509,"domain_scores_codex":[0.9970005,0.0001961271,0.0003203336,0.0001756656,0.001845597,0.0004618386],"domain_scores_gemma":[0.9966556,0.00005692491,0.00007166746,0.0002292308,0.0008209613,0.002165631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001323504,0.00007971155,0.215488,0.00005530339,0.001796674,0.1112276,0.0007790782,0.000006775201,0.0000856394,0.0007367413,0.4746341,0.1950971],"study_design_scores_gemma":[0.001169774,0.00002189155,0.0276614,0.0001734989,0.000132105,0.03149346,0.0002966493,0.0000364468,0.0001142618,0.00008092145,0.9387048,0.0001147872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4102256,0.03532099,0.001206172,0.1853803,0.01352114,0.0004382724,0.00005696789,0.000165519,0.3536851],"genre_scores_gemma":[0.9548471,0.001502765,0.0008590058,0.02417814,0.008125295,0.00001075115,0.00003910434,0.00005238406,0.01038548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5446215,"threshold_uncertainty_score":0.998982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007075993928345941,"score_gpt":0.2398993661106227,"score_spread":0.2328233721822767,"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."}}