{"id":"W4220996309","doi":"10.1016/s0735-1097(22)04480-1","title":"IMPLICATIONS OF POPULATION-BASED RECALIBRATION OF THE FRAMINGHAM RISK SCORE AND POOLED COHORT EQUATIONS IN ONTARIO, CANADA","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Framingham Risk Score; Cohort; Demography; Framingham Heart Study; Population; Cohort study; Internal medicine; Environmental health; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02282814,0.0008249784,0.001830547,0.002283074,0.003652863,0.003427375,0.004760488,0.001338874,0.002598324],"category_scores_gemma":[0.0616608,0.001041946,0.002377505,0.005611023,0.000921621,0.0007784969,0.001746961,0.002165903,0.0004478061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04749181,"about_ca_system_score_gemma":0.09719232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.997323,"about_ca_topic_score_gemma":0.997498,"domain_scores_codex":[0.9797599,0.008727762,0.002571556,0.002323322,0.00429567,0.002321908],"domain_scores_gemma":[0.9585953,0.006941322,0.003159951,0.004737088,0.02469298,0.001873327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001268907,0.0001282747,0.9354752,0.0002706481,0.001685692,0.0003315021,0.001565018,0.003033714,0.0002317749,0.001829667,0.03084585,0.02333382],"study_design_scores_gemma":[0.0004504587,0.00005628503,0.9774268,0.0003699419,0.001378997,0.000106161,0.001405827,0.008836762,0.0002544563,0.0004508812,0.009185533,0.00007799148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8736807,0.01084952,0.008264497,0.02522823,0.002117517,0.001236971,0.05853891,0.0004996968,0.01958391],"genre_scores_gemma":[0.9771153,0.001487186,0.005423978,0.002324156,0.0001952877,0.0002936859,0.008491773,0.0001440639,0.004524475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04749181,"threshold_uncertainty_score":0.3445788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04728032054746992,"score_gpt":0.3399634090277773,"score_spread":0.2926830884803073,"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."}}