{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007259004,0.000253629,0.0006143763,0.0004972381,0.00005663898,0.00002184334,0.0001138186,0.00006076105,0.0007083869],"category_scores_gemma":[0.002023948,0.0001978248,0.00004361987,0.0004571976,0.00005935274,0.0001234128,0.00007046904,0.0002444329,0.00006326967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001845621,"about_ca_system_score_gemma":0.0001597595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001747295,"about_ca_topic_score_gemma":0.00004891929,"domain_scores_codex":[0.9970891,0.0001434694,0.000586549,0.0004839148,0.001169238,0.0005276951],"domain_scores_gemma":[0.9982171,0.0007063225,0.0001262528,0.0003349706,0.0003524943,0.0002628821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003901419,0.0004970909,0.9918693,0.0005247946,0.00009297526,0.0000268394,0.0004980933,0.00006016292,0.002321071,0.0001125962,0.00002124811,0.003936852],"study_design_scores_gemma":[0.008788977,0.00176693,0.9835684,0.001240281,0.00007291495,3.208178e-7,0.0005215209,0.003562101,0.00008497654,0.0001934273,0.00002454673,0.0001756344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933097,0.0003945931,0.00002528594,0.003316612,0.0001123286,0.002355173,0.0000233716,0.00005603213,0.0004068972],"genre_scores_gemma":[0.9969503,0.000006195604,0.0004380687,0.001174723,0.00002547036,0.0001230427,0.000286228,0.0000306317,0.0009653879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008749963,"threshold_uncertainty_score":0.8067062,"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."}}