{"id":"W4310172014","doi":"10.1093/rheumatology/keac663","title":"Ocular manifestations of ANCA-associated vasculitis","year":2022,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Center for Research Resources; Vasculitis Clinical Research Consortium; Rare Diseases Clinical Research Network","keywords":"Medicine; Granulomatosis with polyangiitis; Episcleritis; Vasculitis; Scleritis; Dermatology; Microscopic polyangiitis; Disease; Pathology; Uveitis; Ophthalmology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001597825,0.00008518145,0.000218475,0.0001009854,0.0002329766,0.000006390855,0.00008250363,0.00005730674,0.002332258],"category_scores_gemma":[0.00005800764,0.00008593428,0.0002144973,0.0003539961,0.00004222514,0.00004220565,0.00005781708,0.000263134,0.00003605523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009229017,"about_ca_system_score_gemma":0.00009591778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001441614,"about_ca_topic_score_gemma":0.00001253426,"domain_scores_codex":[0.9989823,0.00008048848,0.0002412887,0.0001679284,0.0003404511,0.0001875745],"domain_scores_gemma":[0.9994424,0.00003532762,0.00008587987,0.000265377,0.00008958641,0.00008145648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005763026,0.01671392,0.2765684,0.001232191,0.02099167,0.01859772,0.02790798,0.007644973,0.07850341,0.1839554,0.327445,0.03986308],"study_design_scores_gemma":[0.01485831,0.001580854,0.8049183,0.0002138647,0.001999402,0.001946168,0.003294297,0.001427919,0.001114099,0.006394956,0.1615907,0.000661156],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784442,0.0009308634,0.0001581498,0.00207783,0.0002583741,0.0003865336,0.0003581298,0.0001145201,0.01727141],"genre_scores_gemma":[0.9952922,0.0001065988,0.0002575309,0.0003224258,0.0000411506,0.00007351982,0.0006322336,0.00002063392,0.003253723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5283499,"threshold_uncertainty_score":0.9985797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196083069941386,"score_gpt":0.2470643624375075,"score_spread":0.2351035317380936,"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."}}