{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003579958,0.0003186359,0.0006976094,0.0002630535,0.00006162853,0.00001765654,0.0001373935,0.000121975,0.00004920159],"category_scores_gemma":[0.0001679546,0.0002202456,0.0001810372,0.0002355521,0.00008829679,0.0001056369,0.00006793729,0.000380564,0.000002899132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008418424,"about_ca_system_score_gemma":0.00009761316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001234105,"about_ca_topic_score_gemma":0.00004632675,"domain_scores_codex":[0.9978177,0.0000953762,0.000680415,0.0005463908,0.0005430451,0.0003170702],"domain_scores_gemma":[0.9989031,0.00006519063,0.0002469834,0.000520353,0.0001656143,0.00009873506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001263322,0.00126333,0.9885078,0.001137583,0.000547893,0.00001668779,0.0004009556,0.00002516592,0.0008840599,0.000001007409,0.0001732837,0.005778916],"study_design_scores_gemma":[0.006632656,0.001190224,0.9887161,0.001095607,0.0006620445,0.000004473926,0.0003660446,0.00006426278,0.0007631234,7.717134e-7,0.0002993269,0.0002054099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970809,0.0004018916,0.0001042662,0.00003018326,0.000107432,0.001662196,0.0003850703,0.00003056755,0.0001975352],"genre_scores_gemma":[0.9984276,0.0002527362,0.0005383534,0.00001024935,0.0000286445,0.00006981062,0.0001254873,0.00002186913,0.0005252803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005573506,"threshold_uncertainty_score":0.8981355,"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."}}