{"id":"W4409115514","doi":"10.1016/j.jacasi.2025.03.001","title":"Unveiling the Complexities of Peripartum Cardiomyopathy","year":2025,"lang":"en","type":"editorial","venue":"JACC Asia","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Peripartum cardiomyopathy; Cardiomyopathy; Cardiology; Internal medicine; Medicine; Business; Heart failure","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008768369,0.003453563,0.003556426,0.003315732,0.003454151,0.009146629,0.003885213,0.02526607,0.007977256],"category_scores_gemma":[0.03596393,0.00127887,0.002212858,0.00141956,0.003738774,0.005814759,0.001904012,0.03132764,0.005636299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003269915,"about_ca_system_score_gemma":0.004046228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002074778,"about_ca_topic_score_gemma":0.008268997,"domain_scores_codex":[0.9950111,0.00140321,0.0006385228,0.0004225223,0.002197602,0.0003271582],"domain_scores_gemma":[0.9660496,0.02094359,0.001535176,0.000624665,0.006832957,0.004014099],"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":[0.00002979575,0.000009589679,0.00004759033,0.0004164632,0.00002646611,0.0004686522,0.00004006044,0.00003824209,0.00004580341,0.000884607,0.9894756,0.008517123],"study_design_scores_gemma":[0.00007601487,0.00004440818,0.0004244704,0.001310526,0.0001061052,0.0009892056,0.0001403752,0.0002695622,0.00008874909,0.002963106,0.9935458,0.00004156973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004384699,0.01338713,0.0001245544,0.07979192,0.9045497,0.00001060982,0.00002483593,0.00003920166,0.002028229],"genre_scores_gemma":[0.000259206,0.003579147,0.00005186841,0.01475606,0.980254,0.000005149768,0.000003960506,0.00001027806,0.001080299],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02526607,"threshold_uncertainty_score":0.04637212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207678976054734,"score_gpt":0.2884001714081437,"score_spread":0.2763233816475964,"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."}}