{"id":"W4410595653","doi":"10.58931/cret.2025.114","title":"Advances in the Therapy of Eosinophilic Granulomatosis with Polyangiitis (EGPA) in 2025","year":2025,"lang":"en","type":"article","venue":"Canadian Respirology Today","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Toronto Public Health","funders":"","keywords":"Granulomatosis with polyangiitis; Eosinophilic; Medicine; Dermatology; Pathology; Vasculitis; 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":[0.0002775461,0.0001427835,0.0003890801,0.0007645164,0.00004778694,0.000006772352,0.0002174993,0.0001451139,0.0001172572],"category_scores_gemma":[0.00005711211,0.00009552783,0.0000531612,0.0008453319,0.0002634155,0.0000540825,0.000009161421,0.0002245649,0.000004233591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006586805,"about_ca_system_score_gemma":0.0005699095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03209183,"about_ca_topic_score_gemma":0.4410729,"domain_scores_codex":[0.9988443,0.000126845,0.0002753841,0.0002452062,0.0001158867,0.0003923437],"domain_scores_gemma":[0.9993101,0.0001429015,0.00004548043,0.0003755626,0.00003390154,0.00009202935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002840462,0.0001317761,0.9316497,0.00006048276,0.00003702167,0.0003785366,0.0008991299,0.00001423502,0.0001799564,0.007379559,0.001646195,0.05733933],"study_design_scores_gemma":[0.00245095,0.0005252391,0.8980658,0.000176295,0.00001501788,0.00005212418,0.0004767603,0.00001192425,0.000110255,0.002049082,0.09595626,0.0001102693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9215731,0.01661659,0.000004618238,0.02546175,0.00007412807,0.000476573,0.00001168845,0.000008118319,0.03577344],"genre_scores_gemma":[0.988248,0.002132654,0.00003361448,0.009123702,0.00001289081,0.00006935693,0.000009298508,0.000009789747,0.0003607208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4089811,"threshold_uncertainty_score":0.9743536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007639888921562415,"score_gpt":0.263466641718541,"score_spread":0.2558267527969785,"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."}}