{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1566839,0.000552361,0.003000618,0.01516507,0.0007849321,0.003596893,0.002755782,0.001469378,0.001657951],"category_scores_gemma":[0.440451,0.0007206468,0.00322703,0.01142848,0.001822667,0.003781787,0.003558261,0.001234539,0.0003698226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001820521,"about_ca_system_score_gemma":0.003697048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002911013,"about_ca_topic_score_gemma":0.003411057,"domain_scores_codex":[0.7893459,0.1091938,0.05565871,0.01604521,0.02837768,0.001378634],"domain_scores_gemma":[0.3250025,0.5797814,0.05385913,0.01154323,0.02866802,0.001145755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002673636,0.00008464591,0.6289464,0.08078879,0.01250844,0.0005212788,0.007987718,0.001633547,0.0006124898,0.003239408,0.01180202,0.2492017],"study_design_scores_gemma":[0.001611273,0.000996656,0.7391748,0.1089912,0.02561568,0.004532359,0.009035343,0.007189481,0.00320416,0.02282022,0.07626881,0.00055998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4568621,0.4505786,0.02713919,0.01368405,0.001049784,0.00320547,0.01697377,0.0004489778,0.0300581],"genre_scores_gemma":[0.940713,0.0284277,0.02158888,0.002006245,0.0003450672,0.001211064,0.005371375,0.00006174479,0.0002749419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1566839,"threshold_uncertainty_score":0.8286334,"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."}}