{"id":"W4406994053","doi":"10.1161/str.56.suppl_1.tp218","title":"Abstract TP218: Prevalence, Characteristics, and Recurrent Event Risk of Cerebrovascular Fibromuscular Dysplasia in Patients with Ischemic Stroke or Transient Ischemic Attack– A Population-level Study","year":2025,"lang":"en","type":"article","venue":"Stroke","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Fibromuscular dysplasia; Stroke (engine); Ischemic stroke; Cardiology; Internal medicine; Population; Ischemia; Environmental health","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":[0.0004991659,0.0002624051,0.0003089802,0.001529374,0.0008502869,0.0009166779,0.0007429378,0.0006093543,0.001432049],"category_scores_gemma":[0.001796969,0.0002777427,0.0005070174,0.002485236,0.0003461234,0.0003362036,0.0003841392,0.0005851193,0.0002522875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001543721,"about_ca_system_score_gemma":0.001538914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3117896,"about_ca_topic_score_gemma":0.3192967,"domain_scores_codex":[0.9994321,0.00005955083,0.00006531845,0.0001693605,0.0001749674,0.00009858796],"domain_scores_gemma":[0.9988488,0.0000812798,0.0004904292,0.00008452931,0.0002861401,0.0002087823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002731879,0.000009708678,0.9994429,0.000005167666,0.00004551089,0.00003393781,0.00003955171,0.00001508987,0.00005699608,0.000004417067,0.00007392819,0.0002453526],"study_design_scores_gemma":[0.000001899394,0.00001960934,0.9996544,0.000003010535,0.00001931,0.00007675953,0.0000815575,0.00006376966,0.000010565,0.000004183096,0.00006305533,0.000001881915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975771,0.0001972349,0.00005122579,0.0000439295,0.000004325758,0.0000177211,0.001562841,0.000006223385,0.0005394045],"genre_scores_gemma":[0.9987393,0.00007132692,0.00005790267,0.00001990471,0.000007416985,0.000009114056,0.000954568,0.000001438613,0.0001390867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3117896,"threshold_uncertainty_score":0.6199495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479430472073066,"score_gpt":0.2696837998396132,"score_spread":0.2548894951188825,"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."}}