{"id":"W1972712879","doi":"10.1371/journal.pone.0121737","title":"Serum Biomarkers in Patients with Relapsing Eosinophilic Granulomatosis with Polyangiitis (Churg-Strauss)","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Mount Sinai Hospital","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","keywords":"Granulomatosis with polyangiitis; Medicine; Eotaxin; CCL17; Immunology; Eosinophilic; Prednisone; Biomarker; Internal medicine; IgG4-related disease; CCL11; Disease; Eosinophil; Gastroenterology; Vasculitis; Asthma; Pathology; Chemokine; Inflammation","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":[0.00008516387,0.0001751525,0.0003323787,0.0002353696,0.0000686287,0.00002222397,0.00006143051,0.000120555,0.00009599704],"category_scores_gemma":[0.00002973641,0.0001259773,0.00004200155,0.0005167434,0.0001033678,0.0001453426,0.00001853126,0.0002382686,0.0000607804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001234362,"about_ca_system_score_gemma":0.0001072216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000126384,"about_ca_topic_score_gemma":0.0000649679,"domain_scores_codex":[0.9985791,0.00003674233,0.0002226064,0.0002781471,0.000552953,0.0003303937],"domain_scores_gemma":[0.9991586,0.00001749153,0.00007197548,0.0003034399,0.000163378,0.0002851434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004865708,0.00268844,0.9933226,0.00009528976,0.001355238,0.0001393061,0.0004308446,0.000004271096,0.0004000665,0.00007342792,0.0002926096,0.0007113141],"study_design_scores_gemma":[0.01430457,0.001801967,0.9774686,0.003202325,0.000911197,0.00004625003,0.0002898174,0.00008280077,0.001422445,0.00009211485,0.00005008477,0.0003278073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939292,0.0002646975,0.00001039932,0.001471248,0.00003042989,0.000559131,0.00004134489,0.00009931142,0.003594239],"genre_scores_gemma":[0.9977112,0.00003900359,0.001591618,0.0001727774,0.00003408214,0.00003128906,0.0001411801,0.00004427919,0.0002346101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.015854,"threshold_uncertainty_score":0.5137207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02216250346246238,"score_gpt":0.1987378788062128,"score_spread":0.1765753753437504,"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."}}