{"id":"W4403074406","doi":"10.1161/strokeaha.124.046352","title":"Life’s Essential 8 Trajectories and Risk of Stroke: A Prospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"Stroke","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Stroke (engine); Hazard ratio; Proportional hazards model; Prospective cohort study; Cohort study; Demography; Cohort; Confidence interval; Population; Internal medicine; Environmental health","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":[0.00113876,0.00043936,0.0003880511,0.0006257395,0.0008448517,0.0006831142,0.0005112121,0.0004825014,0.001417508],"category_scores_gemma":[0.001555546,0.0005225866,0.0007403539,0.001172179,0.0002815131,0.0006945957,0.0007122189,0.001016276,0.000296684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003806881,"about_ca_system_score_gemma":0.000790338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01074941,"about_ca_topic_score_gemma":0.01522009,"domain_scores_codex":[0.9995609,0.00008288956,0.000059886,0.0001163716,0.00007572212,0.0001041794],"domain_scores_gemma":[0.9991143,0.00005663933,0.0002813514,0.0001572287,0.0001560769,0.0002344299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002003376,0.00007660433,0.9978654,0.00002521682,0.0001243439,0.00007523451,0.0001812796,0.00003020227,0.0001386123,0.00004183232,0.0002559385,0.0009849834],"study_design_scores_gemma":[0.00002525322,0.0001782486,0.9985446,0.00001880745,0.0001034401,0.0001357777,0.000272427,0.0002419652,0.00003031343,0.0000592618,0.0003804763,0.000009483082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980097,0.0002636546,0.0001527021,0.00007473755,0.00001011883,0.00003413313,0.001143222,0.000004263848,0.000307386],"genre_scores_gemma":[0.997822,0.0002074612,0.0002686447,0.00006995904,0.00001479389,0.00005085713,0.001239714,0.00000315176,0.0003234599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01074941,"threshold_uncertainty_score":0.02137369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006449292407553236,"score_gpt":0.2729694447408147,"score_spread":0.2665201523332615,"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."}}