{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005836417,0.0002760018,0.0008745545,0.0001196315,0.00004435499,0.000113617,0.00008896796,0.000196279,0.0005430604],"category_scores_gemma":[0.0002795878,0.0002570544,0.0003095634,0.00009700957,0.00007073316,0.00004643006,0.001113389,0.0005905694,0.00001963492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001178978,"about_ca_system_score_gemma":0.0002374896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008525564,"about_ca_topic_score_gemma":0.00009212264,"domain_scores_codex":[0.9976621,0.000146254,0.00035336,0.0007736735,0.0008485995,0.0002160295],"domain_scores_gemma":[0.9984394,0.00008837846,0.0000599239,0.0009786243,0.0002799254,0.0001537266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000522635,0.0002495463,0.9946364,0.0002848638,0.001567631,0.0002606631,0.000612099,0.00002299357,0.00005847781,0.00001991064,0.001793084,0.0004890939],"study_design_scores_gemma":[0.0009302558,0.00009006698,0.9943196,0.000517172,0.001061456,0.000201396,0.0009119468,0.00006889868,0.0002632996,0.00009729675,0.001281836,0.0002568419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888778,0.006060822,0.0001839015,0.0007857183,0.0004047209,0.002140401,0.00000707222,0.0001153728,0.001424135],"genre_scores_gemma":[0.9892738,0.0001489029,0.008559234,0.0002940166,0.000238708,0.0003989194,0.0002140018,0.00004300804,0.0008294414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008375333,"threshold_uncertainty_score":0.9999881,"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."}}