{"id":"W2984275952","doi":"10.1111/dme.14173","title":"Elevated fasting vs post‐load glucose levels and pregnancy outcomes in gestational diabetes: a population‐based study","year":2019,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gestational diabetes; Pregnancy; Diabetes mellitus; Obstetrics; Glucose tolerance test; Internal medicine; Gestational age; Endocrinology; Population; Gestation; Odds ratio; Impaired glucose tolerance; Type 2 diabetes; Insulin resistance","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006177106,0.0002758963,0.0002562941,0.0006419469,0.0004731732,0.0007209531,0.0006031136,0.0004918927,0.0008985954],"category_scores_gemma":[0.001872233,0.0003424973,0.0004128318,0.001773885,0.0004572451,0.0002847405,0.0003560282,0.0006686638,0.0001496337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001542795,"about_ca_system_score_gemma":0.001421177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2588785,"about_ca_topic_score_gemma":0.2638787,"domain_scores_codex":[0.9994442,0.00009871776,0.00004968364,0.0001273552,0.0001620143,0.0001180688],"domain_scores_gemma":[0.9990627,0.0001321712,0.0004187559,0.00007591231,0.0001090633,0.0002013767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005723276,0.00002064276,0.999182,0.000006745883,0.00005426969,0.00003356854,0.00005062419,0.00001666774,0.00005329758,0.000008922741,0.00005221858,0.0004638047],"study_design_scores_gemma":[0.000005777816,0.0000374074,0.9995944,0.000007333367,0.0000286891,0.00007207769,0.0001080018,0.00006345716,0.00001212221,0.000008161863,0.00006060036,0.000001955657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986423,0.0003708974,0.00004958198,0.00005203034,0.000006488562,0.000006540962,0.0004853016,0.000003147128,0.0003836977],"genre_scores_gemma":[0.9992505,0.0001916917,0.00005096161,0.00003056063,0.000005333587,0.000006065312,0.0003481276,0.000001195995,0.0001155475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2588785,"threshold_uncertainty_score":0.5147433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02854489035262104,"score_gpt":0.313495513953315,"score_spread":0.284950623600694,"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."}}