{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003780827,0.0001331992,0.0004420938,0.0001210609,0.0000635943,0.00002163933,0.00003259283,0.00006531269,0.00004646728],"category_scores_gemma":[0.0002299695,0.00009859562,0.0002023429,0.0001421944,0.00009608148,0.00005073251,0.00002875994,0.0002903009,0.000006905765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004377701,"about_ca_system_score_gemma":0.0003368505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001196834,"about_ca_topic_score_gemma":0.0001695353,"domain_scores_codex":[0.9987979,0.00006899251,0.0002347662,0.0003106433,0.0003912551,0.0001964372],"domain_scores_gemma":[0.9993323,0.00006452497,0.0000393544,0.0002411132,0.00007661052,0.0002460993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001861036,0.0001150342,0.993876,0.0002168744,0.001839829,0.0000500949,0.001457831,0.000001333489,0.0002350194,0.00005655603,0.0002560962,0.00170926],"study_design_scores_gemma":[0.00122033,0.0005990721,0.9927106,0.00004371425,0.001467286,0.00002536641,0.001734794,0.00003777958,0.0009100433,0.00001383621,0.001151406,0.00008574285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916879,0.004981822,0.0001197764,0.00005215286,0.0005805151,0.00125442,0.0001726052,0.00008317274,0.001067669],"genre_scores_gemma":[0.9976001,0.001021979,0.00006560406,0.00000864925,0.0003937363,0.00004430878,0.000007016181,0.00002044375,0.0008381483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005912248,"threshold_uncertainty_score":0.4020613,"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."}}