{"id":"W4411639120","doi":"10.1016/j.jacadv.2025.101807","title":"Gestational Diabetes Mellitus and Heart Failure","year":2025,"lang":"en","type":"article","venue":"JACC Advances","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Health Services Research and Development; U.S. Department of Veterans Affairs","keywords":"Gestational diabetes; Heart failure; Medicine; Diabetes mellitus; Cardiology; Internal medicine; Fetal heart; Obstetrics; Gestation; Pregnancy; Fetus; Endocrinology; Biology","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":[0.0000805884,0.00006437278,0.0001105765,0.0001050508,0.00006010225,0.00002288192,0.00003152128,0.0000185892,0.0000865289],"category_scores_gemma":[0.0001397174,0.0000536176,0.00002352358,0.0001401526,0.00006507814,0.00013484,0.00003495644,0.00006793542,0.00002122597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001924374,"about_ca_system_score_gemma":0.00004273455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002302844,"about_ca_topic_score_gemma":0.000006660052,"domain_scores_codex":[0.9993835,0.00001542633,0.00009438598,0.0001537775,0.0001818437,0.000171056],"domain_scores_gemma":[0.9996103,0.0001456219,0.00001480804,0.00008041124,0.00007833107,0.00007054988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000133997,0.0003307078,0.5062186,0.002371953,0.0003062325,0.00001641322,0.0001356025,0.0001764474,0.01030654,0.07428018,0.1055657,0.3001576],"study_design_scores_gemma":[0.0005307207,0.00008395758,0.4153382,0.00008426303,0.0000186832,5.204928e-7,0.0001439154,0.0001866606,0.001276287,0.01439224,0.5678886,0.00005586477],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9055482,0.02758613,0.001125648,0.04785275,0.0001803351,0.0007965095,0.00003042663,0.0001078449,0.0167722],"genre_scores_gemma":[0.9682721,0.001282605,0.02066945,0.003127973,0.00007034048,0.000105211,0.00008338514,0.000008508603,0.006380407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.462323,"threshold_uncertainty_score":0.2186462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007178810908754445,"score_gpt":0.2999512668679586,"score_spread":0.2927724559592041,"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."}}