{"id":"W2161891337","doi":"10.2337/dc10-0607","title":"Fetal Exposure to Altered Amniotic Fluid Glucose, Insulin, and Insulin-Like Growth Factor–Binding Protein 1 Occurs Before Screening for Gestational Diabetes Mellitus","year":2010,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Amniotic fluid; Medicine; Gestational diabetes; Insulin; Internal medicine; Endocrinology; Pregnancy; Diabetes mellitus; Obstetrics; Gestation; Fetus; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002638406,0.0003878608,0.0004711619,0.0004462843,0.0002939531,0.0001680471,0.0002285378,0.000166977,0.00006972927],"category_scores_gemma":[0.001061791,0.0003639747,0.0001599547,0.0003641183,0.0001341902,0.0002860767,0.0001826697,0.0004182082,0.00005070247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009047263,"about_ca_system_score_gemma":0.0001304468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009457713,"about_ca_topic_score_gemma":0.0000475598,"domain_scores_codex":[0.9971434,0.00005730228,0.0004327881,0.0006762292,0.0007262697,0.0009640424],"domain_scores_gemma":[0.9978183,0.0002592433,0.000113199,0.0003359934,0.0007999522,0.0006733494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002242983,0.0002259355,0.6135737,0.003478375,0.0004961471,0.000013959,0.002369015,0.00003541918,0.2186295,0.001207337,0.001107941,0.1586383],"study_design_scores_gemma":[0.004889213,0.002903904,0.9109775,0.0005801657,0.000164961,0.000001374551,0.001524619,0.001205954,0.06956079,0.0006830309,0.006800065,0.0007083652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928749,0.00110113,0.0001747204,0.0009083679,0.0003059014,0.003042052,0.001392528,0.000118267,0.0000821516],"genre_scores_gemma":[0.9798499,0.00003021332,0.01554316,0.000582308,0.0003239009,0.000788564,0.002668052,0.00007773619,0.0001361549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2974038,"threshold_uncertainty_score":0.9998812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01613137189205031,"score_gpt":0.2665749892066503,"score_spread":0.2504436173146,"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."}}