{"id":"W4405718199","doi":"10.1093/brain/awae406","title":"Distinctive clinical features in biopsy-proven nerve large-arteriole vasculitis and microvasculitis","year":2024,"lang":"en","type":"article","venue":"Brain","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of Allergy and Infectious Diseases; National Heart, Lung, and Blood Institute; Center for Clinical and Translational Science, Mayo Clinic; National Institutes of Health","keywords":"Medicine; Vasculitis; Nerve biopsy; Arteriole; Sural nerve; Internal medicine; Odds ratio; Polyneuropathy; Biopsy; Pathology; Gastroenterology; Peripheral neuropathy; Diabetes mellitus; Disease; Microcirculation; Endocrinology","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":[0.0004251212,0.0003443373,0.0004695419,0.0009689766,0.0003370948,0.0004119633,0.000310585,0.0004650216,0.001516234],"category_scores_gemma":[0.002662595,0.0002119621,0.0002303173,0.0004353335,0.0004914344,0.0004516263,0.0004743887,0.0002809595,0.0003149961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002778576,"about_ca_system_score_gemma":0.0002724605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001663208,"about_ca_topic_score_gemma":0.002114523,"domain_scores_codex":[0.999543,0.00008172545,0.00004627075,0.0001072906,0.0001174713,0.0001043967],"domain_scores_gemma":[0.9986303,0.000243253,0.0005358764,0.00004491269,0.0001139795,0.0004318773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002526156,0.00004965987,0.9836999,0.0000244039,0.00002176786,0.0103984,0.000119317,0.00004230182,0.003009439,0.00002814345,0.0001101917,0.002243959],"study_design_scores_gemma":[0.0000131996,0.0002050014,0.9560621,0.00001470369,0.00001050537,0.04305434,0.0001926466,0.00008949189,0.0001836606,0.00002597437,0.000142097,0.000006266614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989125,0.0003178326,0.0001028753,0.00002111067,0.000007410797,0.00001281376,0.00006199809,0.000006258957,0.0005571347],"genre_scores_gemma":[0.9995184,0.00008747117,0.0001035934,0.00002592571,0.00001140778,0.000007607788,0.0001316034,0.000001511402,0.0001125057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001663208,"threshold_uncertainty_score":0.005072296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084420166169388,"score_gpt":0.3062095229529677,"score_spread":0.2953653212912738,"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."}}