{"id":"W4408775655","doi":"10.1136/bmjopen-2024-093434","title":"Cohort profile: the Genetics of Glucose regulation in Gestation and Growth (Gen3G) – a prospective prebirth cohort of mother–child pairs in Sherbrooke, Canada, 3-year and 5-year follow-up visits","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Diabète Québec; National Institutes of Health; Université de Sherbrooke; American Diabetes Association","keywords":"Medicine; Pregnancy; Prospective cohort study; Offspring; Cohort; Obstetrics; Cohort study; Anthropometry; Gestation; Pediatrics; Internal medicine","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":[0.0007226935,0.0007187606,0.0005422622,0.001156167,0.002872708,0.001014225,0.001437601,0.0007528085,0.00229667],"category_scores_gemma":[0.001148838,0.000702402,0.0006840393,0.002481556,0.0004947949,0.0004623664,0.001258536,0.001000513,0.0006024996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005571428,"about_ca_system_score_gemma":0.005975216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8821326,"about_ca_topic_score_gemma":0.900756,"domain_scores_codex":[0.9993415,0.00007892288,0.00003645167,0.0001917275,0.0001384128,0.0002129443],"domain_scores_gemma":[0.9989041,0.00004518121,0.0001763142,0.0001601436,0.0003378163,0.0003763742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001970273,0.00004505081,0.9955766,0.00001794713,0.00006641868,0.0003268849,0.0004941688,0.00004904931,0.0004931094,0.00006308853,0.00126032,0.001410247],"study_design_scores_gemma":[0.00002221316,0.00005215433,0.9983449,0.00001465787,0.00002239844,0.0001329085,0.0006083566,0.00005975305,0.00006153333,0.00001847915,0.0006539043,0.000008699694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831355,0.0003498858,0.0002549203,0.0001306152,0.00001764928,0.0001736712,0.01484698,0.00001784759,0.001072829],"genre_scores_gemma":[0.9855924,0.0003870791,0.0008074617,0.0002133379,0.00001250711,0.0002307839,0.009270277,0.00002048281,0.003465748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1178674,"threshold_uncertainty_score":0.2371231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201702427652706,"score_gpt":0.2997056548888696,"score_spread":0.2876886306123425,"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."}}