{"id":"W2905401804","doi":"10.1161/circulationaha.117.031855","title":"Quantifying Importance of Major Risk Factors for Coronary Heart Disease","year":2019,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":245,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital","funders":"Javna Agencija za Raziskovalno Dejavnost RS; Duke Clinical Research Institute; National Heart, Lung, and Blood Institute; Regeneron Pharmaceuticals; Sanofi","keywords":"Medicine; Hazard ratio; Internal medicine; Diabetes mellitus; Proportional hazards model; Population; Blood pressure; Cohort; Cardiology; Cohort study; Attributable risk; Risk factor; Epidemiology; Environmental health; Endocrinology; Confidence interval","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":[0.0001889382,0.00008276517,0.0002515001,0.00006443664,0.00004871167,0.000003352727,0.00002322263,0.0000568055,0.00005093831],"category_scores_gemma":[0.0001614211,0.00007034055,0.0002692174,0.00009031536,0.00001707404,0.00006556316,0.000006315522,0.00006909696,0.00001346001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005356978,"about_ca_system_score_gemma":0.0001092446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006872579,"about_ca_topic_score_gemma":0.000005136911,"domain_scores_codex":[0.9992102,0.00002499302,0.000231649,0.0001880221,0.0001962034,0.0001488674],"domain_scores_gemma":[0.9992722,0.00008946969,0.0001127015,0.0002958448,0.00008194672,0.0001478306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001648767,0.00002804046,0.9972645,0.0003716586,0.00004260129,9.176134e-7,0.00007788387,0.0002329116,0.001263243,0.00008072471,0.00005246986,0.0004201695],"study_design_scores_gemma":[0.001058318,0.00003735301,0.9961496,0.00005264451,0.0001667273,0.000003389317,0.00007605219,0.001520233,0.0001951603,0.00009186759,0.0005752179,0.00007344429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964961,0.0009194913,0.00108176,0.00008615951,0.0002847142,0.001020367,0.00004597016,0.00003211474,0.00003335983],"genre_scores_gemma":[0.9993781,0.00002820422,0.0001923934,0.00007258727,0.00007094455,0.00001155109,0.0002083162,0.00001804126,0.00001989242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002882007,"threshold_uncertainty_score":0.2868404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03694080120803197,"score_gpt":0.3102680538345651,"score_spread":0.2733272526265332,"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."}}