{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000677234,0.0002179177,0.0003367699,0.0004922454,0.0002287401,0.0005146028,0.0002723968,0.0004929061,0.001101521],"category_scores_gemma":[0.006918068,0.0002542904,0.0002267431,0.0003844954,0.0002918814,0.0003140141,0.0003375109,0.0004092482,0.0001427654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002811181,"about_ca_system_score_gemma":0.000187933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003189621,"about_ca_topic_score_gemma":0.001818052,"domain_scores_codex":[0.9994622,0.0001890928,0.0000407276,0.0001355404,0.00009693966,0.00007540551],"domain_scores_gemma":[0.9976851,0.0009205925,0.0009755219,0.0001469087,0.0001129739,0.0001589668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004960558,0.0000175486,0.9933828,0.00001479084,0.00002855163,0.0003947066,0.0001917207,0.00006614629,0.002194686,0.0000318266,0.00003655859,0.003144567],"study_design_scores_gemma":[0.000002942713,0.0001358728,0.9980707,0.000008763964,0.00001377421,0.0008837449,0.000131895,0.0001745295,0.00045399,0.0000319154,0.00008926235,0.000002701323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993715,0.0002143729,0.0001333597,0.00002896857,0.000004514322,0.000002103006,0.00005690451,0.000004280339,0.0001840042],"genre_scores_gemma":[0.9996517,0.00007828737,0.0001336944,0.000009441301,0.000003961443,0.000003001851,0.00005699836,0.000001152695,0.0000618997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003189621,"threshold_uncertainty_score":0.006342113,"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."}}