{"id":"W2933305250","doi":"10.1093/rheumatology/kez057.034","title":"035. CANDIDATE BIOMARKERS IN ANCA-ASSOCIATED VASCULITIS IDENTIFIED USING A PROTEOMIC APPROACH","year":2019,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Otitis Media and Relapsing Polychondritis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph's Hospital; Mount Sinai Hospital","funders":"","keywords":"Medicine; ANCA-Associated Vasculitis; Vasculitis; Immunology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000340977,0.0002199437,0.000554469,0.0002743919,0.00006185193,0.00005184512,0.0001342946,0.0002771666,0.000154539],"category_scores_gemma":[0.0001058203,0.0002070987,0.0001630353,0.0005321025,0.00008145697,0.0001426893,0.00005394853,0.0003594713,0.0001380289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002867921,"about_ca_system_score_gemma":0.0001850716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001861176,"about_ca_topic_score_gemma":0.0001826127,"domain_scores_codex":[0.9980806,0.0001165999,0.0003925608,0.0004757991,0.0003799572,0.0005545571],"domain_scores_gemma":[0.9992002,0.0000305957,0.0001288439,0.0004168634,0.00004573222,0.0001777175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004431025,0.0008950445,0.7417981,0.000678067,0.001111544,0.0008538937,0.002636516,0.00004029846,0.2418588,0.00009622217,0.007238892,0.00234955],"study_design_scores_gemma":[0.06497431,0.001038347,0.8640687,0.005867902,0.001231663,0.001782793,0.001875658,0.02222204,0.02117424,0.0004850115,0.01261894,0.002660414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990391,0.0005294158,0.00005785224,0.0002008125,0.003304816,0.001282503,0.00002885775,0.000103121,0.004101662],"genre_scores_gemma":[0.9908134,0.0000891962,0.00164273,0.0001938772,0.000130573,0.00004279159,0.0001832989,0.00006165192,0.006842481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2206845,"threshold_uncertainty_score":0.844524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01487814422575879,"score_gpt":0.2574320296887743,"score_spread":0.2425538854630155,"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."}}