{"id":"W4391748883","doi":"10.1002/art.42817","title":"Clinical Characteristics and Outcomes of Polyarteritis Nodosa: An International Study","year":2024,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Mount Sinai Hospital","funders":"National Center for Research Resources; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Chugai Pharmaceutical; Genentech; National Institutes of Health; InflaRx; Swedish Orphan Biovitrum; Eisai; Alexion Pharmaceuticals; National Institute for Health and Care Research; Teva Pharmaceutical Industries; Kissei; Daiichi Sankyo Europe; NIHR Cambridge Biomedical Research Centre; Sanofi; GlaxoSmithKline; Amgen; Vifor Pharma; Pfizer; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Polyarteritis nodosa; Medicine; Dermatology; Internal medicine; Vasculitis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001907174,0.0001081218,0.0005179308,0.0001313916,0.00004643622,0.00002901326,0.00006898043,0.0001287532,0.0004363711],"category_scores_gemma":[0.0001039953,0.0000945998,0.0001038253,0.00007039618,0.0002141552,0.0001269463,0.00004926955,0.0002338885,0.00004676692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007910969,"about_ca_system_score_gemma":0.00005349894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008475618,"about_ca_topic_score_gemma":0.00005791978,"domain_scores_codex":[0.9987503,0.0000806257,0.0006081226,0.0002868081,0.0001264208,0.0001477246],"domain_scores_gemma":[0.9994204,0.0001253908,0.00005709142,0.0002096426,0.00006948954,0.0001179764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001641277,0.0004250901,0.8813851,0.0000235643,0.0004133925,0.0004796982,0.000451196,1.635906e-8,0.0000342894,0.005490273,0.0001813212,0.1110996],"study_design_scores_gemma":[0.001854835,0.0008215284,0.9907924,0.0002593815,0.00007928027,0.002930107,0.0003537648,0.0001280596,0.000005006328,0.0002866437,0.002396567,0.00009245597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946635,0.001272657,0.0000493726,0.001699152,0.001476751,0.0002067536,0.00008162417,0.00008593196,0.0004642193],"genre_scores_gemma":[0.9937412,0.005641348,0.0002371609,0.0001122668,0.00003968199,0.00001702893,0.00009057781,0.00001790761,0.0001028346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1110072,"threshold_uncertainty_score":0.4777957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01660732238309015,"score_gpt":0.3355643834047604,"score_spread":0.3189570610216702,"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."}}