{"id":"W4392678897","doi":"10.1007/s00415-024-12251-1","title":"Stroke frequency, associated factors, and clinical features in primary systemic vasculitis: a multicentric observational study","year":2024,"lang":"en","type":"article","venue":"Journal of Neurology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; St. Joseph’s Healthcare Hamilton; McMaster University; Lawson Health Research Institute","funders":"European League Against Rheumatism; Association of American Colleges and Universities; Vasculitis Foundation; University of Pennsylvania","keywords":"Medicine; Internal medicine; Vasculitis; Microscopic polyangiitis; Granulomatosis with polyangiitis; Polyarteritis nodosa; Stroke (engine); Systemic vasculitis; Population; Incidence (geometry); Disease","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":[0.001532933,0.0003827669,0.0008025859,0.001000067,0.0005822121,0.0007252766,0.0004576411,0.0006463176,0.001166278],"category_scores_gemma":[0.003467926,0.000600022,0.0007513658,0.001716168,0.0005002803,0.000631612,0.0007158222,0.0005059292,0.0002419254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004094421,"about_ca_system_score_gemma":0.0004985359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005245294,"about_ca_topic_score_gemma":0.005186302,"domain_scores_codex":[0.9980703,0.0007138918,0.0002220325,0.0004694515,0.0003102,0.0002141673],"domain_scores_gemma":[0.997403,0.0005159856,0.001144573,0.0003105918,0.0002088272,0.0004170965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000101002,0.00003636368,0.9992106,0.00001087246,0.00009961761,0.0001067326,0.00006067329,0.00001512424,0.00007019269,0.000005253493,0.00003283383,0.0002506138],"study_design_scores_gemma":[0.0000201602,0.0001483425,0.999204,0.000005253514,0.00003205227,0.0003635402,0.0000971718,0.00006621196,0.00001093153,0.000007713185,0.00004199327,0.00000257886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995171,0.0001536899,0.00004107615,0.00001224339,0.000002302954,0.000009269351,0.0001739677,0.000001047478,0.00008941106],"genre_scores_gemma":[0.9995603,0.00009608138,0.00004284508,0.0000154688,0.00001279841,0.000009660865,0.000231699,7.503377e-7,0.00003037725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005245294,"threshold_uncertainty_score":0.01042956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0424881072392453,"score_gpt":0.3281928604818282,"score_spread":0.2857047532425829,"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."}}