{"id":"W4283330600","doi":"10.1093/eurheartj/ehac268","title":"Modifiable risk factors associated with cardiovascular disease and mortality in China: a PURE substudy","year":2022,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"Sanofi; Canadian Institutes of Health Research; Novartis; Ontario SPOR SUPPORT Unit; Ontario Ministry of Health and Long-Term Care; Population Health Research Institute","keywords":"Medicine; Demography; Cohort; Population; Incidence (geometry); Environmental health; Obesity; Abdominal obesity; Diabetes mellitus; Cohort study; Mortality rate; Disease; Internal medicine; Metabolic syndrome; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00160997,0.0006779475,0.0009624799,0.001550248,0.001179828,0.0005598758,0.000491251,0.0006426705,0.001045564],"category_scores_gemma":[0.001352988,0.0005226775,0.001543374,0.002849733,0.0003179219,0.0005347436,0.0009157041,0.0004465581,0.0001903914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008194376,"about_ca_system_score_gemma":0.001458319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02982351,"about_ca_topic_score_gemma":0.05993553,"domain_scores_codex":[0.9992566,0.0002146822,0.0001448954,0.0001289351,0.0001343128,0.0001205593],"domain_scores_gemma":[0.9990381,0.0001120786,0.0002289764,0.0002152592,0.0002279552,0.0001776174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001431025,0.0002990143,0.9872087,0.0004253408,0.002204892,0.00009993618,0.0001585884,0.00007167581,0.0005657857,0.00002140619,0.0006407179,0.006872995],"study_design_scores_gemma":[0.0002241578,0.0003906109,0.9969927,0.00004468485,0.001431686,0.00008843957,0.00006225427,0.00006885223,0.0001024797,0.00001373726,0.000570096,0.00001025558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873632,0.006834657,0.0002582988,0.00008844454,0.00004050746,0.0008930418,0.003278549,0.00001590464,0.001227461],"genre_scores_gemma":[0.9881513,0.003165374,0.0004323699,0.0002933785,0.0001401581,0.001187747,0.006059723,0.000004939365,0.0005649622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02982351,"threshold_uncertainty_score":0.05929983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03311989808501713,"score_gpt":0.2457817963788787,"score_spread":0.2126618982938616,"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."}}