{"id":"W1974660980","doi":"10.1002/gepi.10283","title":"Effects of covariates: A summary of Group 5 contributions","year":2003,"lang":"en","type":"article","venue":"Genetic Epidemiology","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"National Institute of Mental Health; Goddard Space Flight Center","keywords":"Covariate; Framingham Heart Study; Statistics; Logistic regression; Regression analysis; Econometrics; Mathematics; Medicine; Framingham Risk Score; Disease","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":[0.01403235,0.001701925,0.001571288,0.004170975,0.0008282835,0.003157669,0.001749457,0.002551528,0.01486642],"category_scores_gemma":[0.02030864,0.001011196,0.002917307,0.005470634,0.0008726864,0.003133431,0.003889872,0.003472296,0.005278592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001780643,"about_ca_system_score_gemma":0.002628296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002942684,"about_ca_topic_score_gemma":0.001738297,"domain_scores_codex":[0.9939527,0.002907718,0.0007246747,0.0007650007,0.001400022,0.0002498379],"domain_scores_gemma":[0.9884388,0.005988015,0.0007568846,0.001425221,0.002964952,0.0004261782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002876428,0.0001577775,0.006224509,0.004673162,0.0008235215,0.0005177274,0.0007477818,0.005397689,0.002004809,0.09859061,0.1002103,0.7803645],"study_design_scores_gemma":[0.00005315302,0.0002402751,0.007214957,0.003934676,0.000607094,0.0007340914,0.0002484215,0.002227483,0.002295983,0.1099047,0.8723962,0.0001430134],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.007821447,0.4889601,0.3472691,0.06893887,0.02930268,0.00048278,0.003432755,0.001206531,0.0525858],"genre_scores_gemma":[0.06582962,0.590745,0.2192165,0.03148475,0.0324036,0.001090204,0.007479551,0.002083041,0.04966785],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01486642,"threshold_uncertainty_score":0.07421106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059996556623063,"score_gpt":0.2786607198467597,"score_spread":0.2680607542805291,"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."}}