{"id":"W2130740469","doi":"10.1161/circgenetics.110.946269","title":"Improved Prediction of Cardiovascular Disease Based on a Panel of Single Nucleotide Polymorphisms Identified Through Genome-Wide Association Studies","year":2010,"lang":"en","type":"article","venue":"Circulation Cardiovascular Genetics","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Research Resources; Canadian Institutes of Health Research; Georgia Clinical and Translational Science Alliance; National Institutes of Health; Case Western Reserve University; Cleveland Clinic; Wellcome Trust; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Heart and Stroke Foundation of Canada","keywords":"Single-nucleotide polymorphism; Genome-wide association study; Logistic regression; Biology; Allele; Medicine; Internal medicine; Genetics; Genotype; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007537982,0.001241136,0.001202751,0.002400876,0.0002391871,0.001306939,0.000657019,0.0008730356,0.001042848],"category_scores_gemma":[0.01629603,0.0003039924,0.0008175459,0.001264026,0.0003454542,0.0008457949,0.0007972927,0.001292028,0.0005494884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002684596,"about_ca_system_score_gemma":0.000333875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001377065,"about_ca_topic_score_gemma":0.001489254,"domain_scores_codex":[0.9973865,0.001331793,0.0001816854,0.0006021113,0.000380656,0.0001171638],"domain_scores_gemma":[0.9856262,0.009506555,0.002227718,0.001039497,0.001198962,0.0004011393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001942835,0.0002199289,0.9059516,0.0001261754,0.001224542,0.0001596039,0.00006500404,0.02405633,0.006708879,0.0001073839,0.0009577614,0.05847999],"study_design_scores_gemma":[0.0001810359,0.0009048413,0.7246768,0.00007025501,0.0008860945,0.0007670161,0.00005064943,0.2662755,0.003896296,0.001422516,0.0007743445,0.00009458076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725962,0.001342519,0.02319619,0.0003359809,0.00004400051,0.00004124598,0.001069314,0.0005189244,0.000855689],"genre_scores_gemma":[0.990112,0.0001814394,0.00871588,0.00005352399,0.00004205123,0.00001592287,0.0007295132,0.00001609806,0.0001336026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007537982,"threshold_uncertainty_score":0.03986508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0313190479931208,"score_gpt":0.2417144093620371,"score_spread":0.2103953613689163,"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."}}