{"id":"W4394832188","doi":"10.1038/s41591-024-02936-5","title":"Placental IGFBP1 levels during early pregnancy and the risk of insulin resistance and gestational diabetes","year":2024,"lang":"en","type":"article","venue":"Nature Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université de Sherbrooke; Centre Hospitalier Universitaire de Sherbrooke","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Center for Advancing Translational Sciences; Fonds de Recherche du Québec - Santé; American Diabetes Association; Canadian Institutes of Health Research; Harvard Catalyst; Diabète Québec; National Institutes of Health; U.S. Department of Health and Human Services; Government of Canada","keywords":"Insulin resistance; Pregnancy; Gestational diabetes; Endocrinology; Internal medicine; Gestation; Placenta; Medicine; Insulin; Glycemic; Diabetes mellitus; 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":[0.0003703006,0.0002128015,0.0002068001,0.00049443,0.0002138875,0.0005673311,0.0002091938,0.0003422154,0.001224314],"category_scores_gemma":[0.00165564,0.0002247412,0.0002107904,0.0005252991,0.0001721036,0.0001675351,0.000245402,0.0005590752,0.0001811928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004004202,"about_ca_system_score_gemma":0.0001736317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004859552,"about_ca_topic_score_gemma":0.003775839,"domain_scores_codex":[0.9998273,0.00004491205,0.00001035391,0.00004426048,0.00003512502,0.00003803691],"domain_scores_gemma":[0.9994674,0.0001414105,0.0002362,0.00004165636,0.00003415297,0.00007921244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001440171,0.00003371934,0.9788126,0.00004500486,0.0001104128,0.0005089694,0.0002434233,0.0001528493,0.008567434,0.0001245551,0.0002684923,0.009692392],"study_design_scores_gemma":[0.000005500214,0.00006344533,0.9982411,0.00001168532,0.00003495504,0.0004460058,0.00007183129,0.0002060758,0.0005421357,0.000082329,0.0002913346,0.00000359985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958853,0.002301891,0.0002701392,0.0001585424,0.00001548874,0.000004600554,0.000500199,0.00001366843,0.0008501365],"genre_scores_gemma":[0.9985058,0.0006331046,0.0002130129,0.00004239078,0.000008154692,0.000004810823,0.0001936711,0.000005059608,0.0003938708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004859552,"threshold_uncertainty_score":0.009662569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007117452680371348,"score_gpt":0.2701446599595607,"score_spread":0.2630272072791894,"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."}}