{"id":"W3156144486","doi":"10.1161/circulationaha.120.052395","title":"Genetic and Phenotypic Landscape of Peripartum Cardiomyopathy","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":179,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; National Institute on Aging","keywords":"Medicine; Peripartum cardiomyopathy; Cardiomyopathy; Phenotype; Cardiology; Internal medicine; Heart failure; Genetics; Gene","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":[0.00006904677,0.00005675729,0.0002014098,0.00003868323,0.00001907408,0.000006450982,0.00001527617,0.00004733261,0.00006736978],"category_scores_gemma":[0.00007303587,0.00005972971,0.0001038829,0.0001251619,0.00002754001,0.00002767522,0.00002358189,0.00004424929,0.00000628984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001419547,"about_ca_system_score_gemma":0.00004119167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002021848,"about_ca_topic_score_gemma":8.160224e-7,"domain_scores_codex":[0.999445,0.00003394303,0.0001282559,0.0001576083,0.0001602219,0.00007494935],"domain_scores_gemma":[0.9995118,0.00001246641,0.00002754075,0.0002939617,0.0001139872,0.00004023466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001456723,0.000031923,0.9481758,0.0002976852,0.0001715323,0.0001582223,0.0005934957,0.0003149811,0.0153214,0.0003119934,0.00004636564,0.03456207],"study_design_scores_gemma":[0.0007000087,0.00001048058,0.9942635,0.000102069,0.0002209419,0.0006454316,0.00007362897,0.0009334996,0.001960203,0.0002067325,0.0008236272,0.00005988979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712386,0.02147524,0.002530976,0.00004555411,0.0001383129,0.0001143693,0.000001578676,0.00002086135,0.004434513],"genre_scores_gemma":[0.9985721,0.0001574207,0.001037944,0.00002380996,0.0001249257,0.000005164101,0.00001905284,0.0000113761,0.00004824634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04608773,"threshold_uncertainty_score":0.2435707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255687053557394,"score_gpt":0.2418272585802102,"score_spread":0.2292703880446362,"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."}}