{"id":"W3091850649","doi":"10.2337/db20-0772","title":"Genetic Loci and Physiologic Pathways Involved in Gestational Diabetes Mellitus Implicated Through Clustering","year":2020,"lang":"en","type":"article","venue":"Diabetes","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Massachusetts General Hospital; National Human Genome Research Institute; National Institute of Diabetes and Digestive and Kidney Diseases; Robert Wood Johnson Foundation; American Diabetes Association","keywords":"Gestational diabetes; Pregnancy; Diabetes mellitus; Type 2 diabetes; Physiology; Genetic association; Biology; Bioinformatics; Gestation; Medicine; Endocrinology; Genetics; Gene; Single-nucleotide polymorphism; Genotype","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001082352,0.0003891124,0.0003636981,0.0009006136,0.0004047449,0.0006948301,0.000367271,0.0003928673,0.00127495],"category_scores_gemma":[0.005353869,0.0002153379,0.0007745627,0.001249717,0.000494931,0.0002038642,0.000587504,0.0005298806,0.00008587445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003807521,"about_ca_system_score_gemma":0.0005442612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008440361,"about_ca_topic_score_gemma":0.006399887,"domain_scores_codex":[0.9988934,0.0004425042,0.00008401374,0.0003059188,0.0001619645,0.0001120982],"domain_scores_gemma":[0.9982364,0.0006395634,0.0006060415,0.0002632333,0.000104141,0.0001505753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001342277,0.00006721282,0.9420384,0.00006063746,0.0007937332,0.0006095958,0.000630823,0.003346056,0.02927318,0.00204182,0.0003309305,0.0194653],"study_design_scores_gemma":[0.0000342841,0.00009547615,0.9878086,0.00002859866,0.0002247683,0.000752244,0.0001972598,0.006856586,0.001267569,0.002323679,0.0003826538,0.00002827221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927192,0.0003159536,0.006177291,0.00009206498,0.000007918462,0.0000214346,0.0002038431,0.00002244417,0.0004398592],"genre_scores_gemma":[0.9954592,0.0001262462,0.004021632,0.00002345624,0.000005098658,0.00001272293,0.0002289762,0.00001038958,0.0001124047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008440361,"threshold_uncertainty_score":0.01678252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0418459434906757,"score_gpt":0.2716801309173396,"score_spread":0.2298341874266638,"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."}}