{"id":"W2120388951","doi":"10.1111/j.1399-0004.2007.00844_2.x","title":"Unraveling intrinsic genetic factors in type 2 diabetes","year":2007,"lang":"en","type":"article","venue":"Clinical Genetics","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Type 2 diabetes; Genetics; Genome-wide association study; Biology; Diabetes mellitus; Genetic association; Computational biology; Bioinformatics; Evolutionary biology; Gene; Single-nucleotide polymorphism; Genotype; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001009488,0.0001819717,0.0003211848,0.00007392263,0.00005223224,0.00001111754,0.0002454941,0.000457796,0.00002784202],"category_scores_gemma":[0.001415134,0.0001741704,0.0001300913,0.0002182894,0.0001378581,0.000001028042,0.0001573792,0.0002273018,0.00004459367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002025375,"about_ca_system_score_gemma":0.00008923869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008754218,"about_ca_topic_score_gemma":0.0001402858,"domain_scores_codex":[0.9978598,0.0001637569,0.0008866861,0.000454223,0.0001062695,0.0005293038],"domain_scores_gemma":[0.9988856,0.0002510239,0.0001655594,0.0004068778,0.0001202173,0.0001706703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000177841,0.00007772666,0.9745781,0.00000440873,0.00003005058,0.000002349665,0.00001721368,0.0002888016,0.003934291,0.000006199708,0.0005558093,0.02048725],"study_design_scores_gemma":[0.0004033464,0.0003866453,0.9785637,0.00000660463,0.00001738656,0.000001001663,0.00006570683,0.0001627867,0.003245744,0.0002667913,0.01666705,0.0002131893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949076,0.002191256,0.001452974,0.0000707912,0.0007768265,0.0001507122,0.00000553203,0.00001200098,0.0004323577],"genre_scores_gemma":[0.9895262,0.002079456,0.006986902,0.0005956072,0.0005492116,0.000002752452,0.00006648917,0.00002875562,0.0001646303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02027406,"threshold_uncertainty_score":0.7102464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04543073091566886,"score_gpt":0.3563558059862162,"score_spread":0.3109250750705474,"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."}}