{"id":"W2973521323","doi":"10.1093/europace/euz237","title":"Atrial fibrillation diagnosed after stroke and dementia risk: cohort study of first-ever ischaemic stroke patients aged 65 or older","year":2019,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Lawson Health Research Institute; University of Toronto; Western University; St. Michael's Hospital; Institute for Clinical Evaluative Sciences","funders":"Government of Ontario; Western University; Ontario Ministry of Health and Long-Term Care; London Health Sciences Foundation; Academic Medical Organization of Southwestern Ontario; Heart and Stroke Foundation of Canada","keywords":"Medicine; Atrial fibrillation; Dementia; Hazard ratio; Stroke (engine); Internal medicine; Risk factor; Cohort; Confidence interval; Proportional hazards model; Cohort study; Relative risk; Lower risk; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000289105,0.0002062767,0.0004392874,0.0001526366,0.00007200181,0.00002725011,0.00005821135,0.00006478436,0.001005922],"category_scores_gemma":[0.0003371728,0.0001627236,0.0001424497,0.000159494,0.00002783924,0.0001729813,0.0001280408,0.0001151484,0.00009939508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002883291,"about_ca_system_score_gemma":0.00001760474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008945958,"about_ca_topic_score_gemma":0.0001257493,"domain_scores_codex":[0.9983193,0.0001601578,0.0004320742,0.0003733659,0.000506148,0.0002089313],"domain_scores_gemma":[0.9988534,0.0003090124,0.0002998714,0.0003504792,0.0001002235,0.00008702157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001655267,0.00002727597,0.9956318,0.00008543255,0.0004684086,0.00001438341,0.0006203199,0.0001092635,0.00004183411,0.000001279969,0.0006297127,0.0007150916],"study_design_scores_gemma":[0.01088253,0.0009263009,0.9794884,0.00004116142,0.0008927559,7.064148e-7,0.0002454333,0.0002201899,0.00003361081,7.98929e-7,0.00710723,0.0001608901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958543,0.0001891204,0.00004239798,0.00009104145,0.0005051935,0.002771737,0.00003129527,0.00004739165,0.0004675759],"genre_scores_gemma":[0.9879311,0.0001656463,0.0001251816,0.00002781004,0.0004537306,0.000003234235,0.0000313765,0.00003565782,0.01122628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01614334,"threshold_uncertainty_score":0.9999073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670234216566623,"score_gpt":0.2720576100609656,"score_spread":0.2553552678952993,"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."}}