{"id":"W3204470532","doi":"10.1002/gepi.22431","title":"Abstracts","year":2021,"lang":"en","type":"article","venue":"Genetic Epidemiology","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lady Davis Institute for Medical Research; Shenzhen Research Institute, City University of Hong Kong; Alberta Children's Hospital Research Institute; Deutschen Konsortium für Translationale Krebsforschung; Chinese University of Hong Kong; Korea Institute of Oriental Medicine; Deutsches Krebsforschungszentrum; Center for Evolutionary and Theoretical Immunology; Centre de recherche du CHU Sainte-Justine; Vanderbilt University Medical Center; School of Dental Medicine, University of Pittsburgh; University of Pittsburgh; University of Washington; O'Brien Institute for Public Health, University of Calgary; Jewish General Hospital; Massachusetts General Hospital; Vanderbilt-Ingram Cancer Center; Cancer Institute, West Virginia University; West Virginia University; King's College London; Vanderbilt University; McGill University; Brigham and Women's Hospital","keywords":"Body mass index; Polycystic ovary; Hyperandrogenism; Medicine; Type 2 diabetes; Internal medicine; Genetic predisposition; Diabetes mellitus; Etiology; Concordance; Mediation; Obesity; Endocrinology; Physiology; Insulin resistance; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009660776,0.000192313,0.0004026359,0.00003475564,0.0001089393,0.000005061342,0.0001996876,0.0003919734,0.0002046312],"category_scores_gemma":[0.004697788,0.0001936526,0.0001807072,0.0001094492,0.0001259897,0.000001182075,0.0001728772,0.0001429811,0.0002089169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001671698,"about_ca_system_score_gemma":0.0001881716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003027875,"about_ca_topic_score_gemma":0.00009035159,"domain_scores_codex":[0.997301,0.0007172759,0.0006795187,0.0006357701,0.00006034036,0.0006060635],"domain_scores_gemma":[0.9985323,0.0002690301,0.0002139486,0.000647195,0.0001659682,0.0001715739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003736428,0.0001711161,0.7458992,0.00002408907,0.0002867408,0.00005409498,0.000042716,0.009138624,0.1024632,0.001603235,0.1010853,0.03919429],"study_design_scores_gemma":[0.0003711465,0.0001383221,0.8018576,0.000004357211,0.00002572803,0.0002338322,0.00004836854,0.000148431,0.004263491,0.007217038,0.1854284,0.0002633136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9505703,0.00704805,0.02754998,0.003397961,0.0006933375,0.0001244353,0.00001920872,0.00002936928,0.01056732],"genre_scores_gemma":[0.883137,0.001445781,0.1036721,0.006946529,0.0007222258,0.00004034972,0.0002665755,0.00003181987,0.003737532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0981997,"threshold_uncertainty_score":0.7896923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02987701197902155,"score_gpt":0.3059027731628091,"score_spread":0.2760257611837876,"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."}}