{"id":"W1989576998","doi":"10.1161/circulationaha.112.000412","title":"Agreement Among Cardiovascular Disease Risk Calculators","year":2013,"lang":"en","type":"article","venue":"Circulation","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Medicine; Calculator; Risk assessment; Diabetes mellitus; Disease; Categorization; Consistency (knowledge bases); Framingham Risk Score; Internal medicine","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":[0.0004617211,0.0002096556,0.0004406493,0.0001346995,0.0001441767,0.00005802015,0.00007554514,0.0001051373,0.0003937272],"category_scores_gemma":[0.0001927117,0.0001929877,0.001085813,0.0002389822,0.00008399587,0.000257392,0.00003405398,0.0001776211,0.0006824524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001461761,"about_ca_system_score_gemma":0.0000590689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0101689,"about_ca_topic_score_gemma":0.00002781874,"domain_scores_codex":[0.9979738,0.0001285656,0.0002970374,0.0004653471,0.0008032475,0.0003320026],"domain_scores_gemma":[0.9981658,0.00001718421,0.00008483247,0.001110527,0.0001934895,0.0004281575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001147204,0.00008264229,0.644132,0.0001004885,0.001777696,0.0000252679,0.0001154031,0.006382677,0.00004452695,0.00003908938,0.0003730379,0.3469157],"study_design_scores_gemma":[0.001098859,0.00001817685,0.9830256,0.00006636254,0.001413192,0.000004434587,0.00004436341,0.007109401,0.0001182238,0.0003180791,0.006558703,0.0002245965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868982,0.003817597,0.005623686,0.00007209997,0.0002573129,0.001542057,0.000006621088,0.0001410389,0.001641321],"genre_scores_gemma":[0.9986329,0.0001054079,0.0002099183,0.00008050068,0.0004890278,0.0002098445,0.000105317,0.0000410019,0.0001260588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3466911,"threshold_uncertainty_score":0.9964225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066871364574905,"score_gpt":0.2073586655623685,"score_spread":0.1966899519166194,"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."}}