{"id":"W4388409377","doi":"10.1093/mr/road104","title":"Trends in prevalence, treatment use, and disease burden in patients with eosinophilic granulomatosis with polyangiitis in Japan: Real-world database analysis","year":2023,"lang":"en","type":"article","venue":"Modern Rheumatology","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"GlaxoSmithKline (Canada)","funders":"","keywords":"Medicine; Granulomatosis with polyangiitis; Mepolizumab; Prednisolone; Internal medicine; Confidence interval; Pediatrics; Database; Disease; Vasculitis; Eosinophil; Asthma","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":[0.0001091033,0.000324367,0.000982112,0.003233085,0.0000430953,0.00002578976,0.00009527485,0.00008185073,0.00005754826],"category_scores_gemma":[0.00003221249,0.0002421647,0.00007119135,0.003127699,0.000167467,0.0002088579,0.00005994275,0.0001379643,0.000005507466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001288646,"about_ca_system_score_gemma":0.00009030932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01223401,"about_ca_topic_score_gemma":0.04224488,"domain_scores_codex":[0.9978721,0.0001153693,0.0004678462,0.0007184046,0.0002812652,0.0005450535],"domain_scores_gemma":[0.9989235,0.0001160662,0.00009973511,0.0005634791,0.00003416626,0.0002629911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009239707,0.0005842442,0.9918156,0.0001636878,0.0002319494,0.0003559278,0.001185711,0.0002710145,0.000001941549,0.0001209901,0.00003500246,0.004309956],"study_design_scores_gemma":[0.006921461,0.0004356219,0.9846162,0.0004063738,0.0003484465,0.00001424251,0.00009231728,0.006809071,0.000001219082,0.00009543195,0.00001471759,0.0002449666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978495,0.0003301735,0.000009207683,0.0009975472,0.00001601833,0.0004702305,0.000155276,0.0000639325,0.0001081228],"genre_scores_gemma":[0.9970201,0.001105629,0.000085356,0.0000431113,0.000002393894,0.0001748409,0.0008253728,0.00003811483,0.0007050911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03001087,"threshold_uncertainty_score":0.9943436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01555625633412734,"score_gpt":0.2563361415865356,"score_spread":0.2407798852524082,"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."}}