{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001614212,0.0001962978,0.0007398928,0.00007645905,0.00005792467,8.82926e-7,0.0002118819,0.0004337088,0.00002944361],"category_scores_gemma":[0.01039654,0.000185204,0.0002370659,0.000149204,0.0003064218,0.000001386802,0.00007698186,0.0001100232,0.000007082522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001701391,"about_ca_system_score_gemma":0.0001200144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008595495,"about_ca_topic_score_gemma":0.00002174896,"domain_scores_codex":[0.9964408,0.001663805,0.0009472978,0.0004067801,0.00006367901,0.0004775865],"domain_scores_gemma":[0.9974797,0.001212096,0.0005554573,0.0004482966,0.000193806,0.0001106606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00008502697,0.0003741799,0.4063568,0.0001867547,0.0005040262,0.000002804681,0.00005244133,0.001261999,0.5446047,0.03529426,0.009200177,0.002076811],"study_design_scores_gemma":[0.003099012,0.002175868,0.790122,0.00006466107,0.0002985228,0.00006116471,0.00008335722,0.0002713827,0.1214153,0.04317149,0.03865976,0.0005774465],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7792745,0.01415033,0.2041006,0.0002330111,0.0003991411,0.0004853157,0.00007354299,0.00001204968,0.001271562],"genre_scores_gemma":[0.9463258,0.001633231,0.05113984,0.0004587895,0.00008212991,0.00006481379,0.00009386276,0.00001907742,0.0001824708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4231894,"threshold_uncertainty_score":0.9979393,"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."}}