{"id":"W4237177572","doi":"10.2337/figshare.14999628.v1","title":"Gestational Diabetes and Incident Heart Failure: A Cohort Study","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gestational diabetes; Hazard ratio; Pregnancy; Obstetrics; Odds ratio; Diabetes mellitus; Population; Cohort; Internal medicine; Gestation; Endocrinology; Confidence interval; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001021695,0.0004048723,0.0004620943,0.0007693219,0.001083968,0.0008128153,0.0007471399,0.0006241621,0.00131777],"category_scores_gemma":[0.001696998,0.0007023183,0.0008380824,0.00253011,0.0002948174,0.0004618207,0.0006921154,0.0009722637,0.0003061783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002053636,"about_ca_system_score_gemma":0.002359072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.356573,"about_ca_topic_score_gemma":0.3831947,"domain_scores_codex":[0.9992482,0.0001274104,0.00006618119,0.0001970707,0.0001706322,0.0001904213],"domain_scores_gemma":[0.9985827,0.00008963092,0.0004675594,0.0002452121,0.0002166804,0.0003981534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002029368,0.0000508297,0.9979069,0.00001569551,0.0001704854,0.0001020994,0.0001086225,0.00002246313,0.0001027426,0.00002235388,0.0005731289,0.000721737],"study_design_scores_gemma":[0.00005606077,0.0000469432,0.999239,0.00001514131,0.00007161643,0.00007328555,0.0001164995,0.00007844251,0.000008740965,0.00001084872,0.0002784996,0.000004984804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930107,0.0004762307,0.0001410864,0.000195099,0.00002583283,0.00008990458,0.005335535,0.000008339635,0.0007172471],"genre_scores_gemma":[0.9954117,0.0005405756,0.0002521317,0.000138342,0.0000273794,0.00008880076,0.003112026,0.000004671951,0.0004243146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.356573,"threshold_uncertainty_score":0.708995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180679733453597,"score_gpt":0.27911619449211,"score_spread":0.267309397157574,"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."}}