{"id":"W4309828061","doi":"10.1001/jamanetworkopen.2022.43618","title":"Association of Concomitant Gestational Hypertensive Disorders and Gestational Diabetes With Cardiovascular Disease","year":2022,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute; University of Toronto; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Gestational diabetes; Gestational hypertension; Population; Cohort; Gestational age; Pregnancy; Diabetes mellitus; Myocardial infarction; Internal medicine; Obstetrics; Pediatrics; Preeclampsia; Gestation; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008597867,0.00009929357,0.0002691185,0.00006143525,0.0002060968,0.0000563165,0.0001265476,0.00001866386,0.0002132337],"category_scores_gemma":[0.0002419478,0.00008852079,0.00007240615,0.0002400553,0.00005603077,0.0001683735,0.0002760804,0.000157671,0.0000027842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001418246,"about_ca_system_score_gemma":0.0002182085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006692558,"about_ca_topic_score_gemma":0.00001455131,"domain_scores_codex":[0.9981243,0.0002075961,0.0001815506,0.0002471274,0.0009802585,0.0002591718],"domain_scores_gemma":[0.9988731,0.0004071545,0.0001162318,0.0001772147,0.0002634342,0.0001629241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008258219,0.0001920018,0.8928164,0.0001432373,0.002567953,0.00003216155,0.0001419623,0.06178961,0.00001926327,0.003444972,0.02815546,0.009871154],"study_design_scores_gemma":[0.002748507,0.0003372207,0.9457177,0.00005046892,0.0003198152,0.000001390455,0.0002794201,0.006303772,0.000003231224,0.00202585,0.04210118,0.000111444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770594,0.001874743,0.0001583273,0.01647043,0.00006587172,0.001650541,0.0002337866,0.00001738939,0.002469569],"genre_scores_gemma":[0.9945783,0.0003003208,0.001536604,0.001098179,0.00007265194,0.0004280548,0.0007471826,0.00001849008,0.001220187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05548583,"threshold_uncertainty_score":0.3609773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150079506829694,"score_gpt":0.2378733998488254,"score_spread":0.2263726047805285,"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."}}