{"id":"W2334009441","doi":"10.3899/jrheum.140390","title":"Drug-associated Cutaneous Vasculitis: Study of 239 Patients from a Single Referral Center","year":2014,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto de Salud Carlos III","keywords":"Medicine; Vasculitis; Internal medicine; Anti-nuclear antibody; Rheumatoid factor; Etiology; Discontinuation; Dermatology; Gastroenterology; Surgery; Rheumatoid arthritis; Immunology; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002707027,0.0001166269,0.0005958864,0.0001048857,0.0000814732,0.000005506902,0.0001734539,0.0001015525,0.0001526847],"category_scores_gemma":[0.0002939397,0.00006981054,0.0001662691,0.00010769,0.0000865629,0.0000432048,0.00004019197,0.0003772299,0.00001769104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005297793,"about_ca_system_score_gemma":0.0000375888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005649084,"about_ca_topic_score_gemma":0.000255425,"domain_scores_codex":[0.9982536,0.0004611991,0.0006967899,0.00008928278,0.0003071131,0.0001920142],"domain_scores_gemma":[0.9984376,0.0002735684,0.0006166148,0.0002407466,0.0003387,0.00009273741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005209496,0.005604209,0.9736716,0.00002386543,0.002089917,0.00004625456,0.009384014,0.00004030132,0.0001941911,0.0000744454,0.005418729,0.002931593],"study_design_scores_gemma":[0.08924185,0.02238222,0.8296658,0.00319912,0.005853571,0.02085014,0.01803822,0.0006159768,0.0003752255,0.004994944,0.004041099,0.0007418492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979759,0.0001279573,0.00003512742,0.0005532615,0.0004755457,0.0001744405,0.00001213915,0.00001198171,0.0006336042],"genre_scores_gemma":[0.9995806,0.00018191,0.00003786283,0.00008557187,0.0000138009,0.000001145852,0.00001736346,0.00001599778,0.00006572797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1440058,"threshold_uncertainty_score":0.2846791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108262887000442,"score_gpt":0.233893138725866,"score_spread":0.2228105098558616,"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."}}