{"id":"W3011703302","doi":"","title":"Efficacy of conventional immunosuppressants in relapsing or refractory eosinophilic granulomatosis with polyangiitis: evidence from a Canadian single-centre cohort.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Mepolizumab; Rituximab; Prednisone; Granulomatosis with polyangiitis; Internal medicine; Azathioprine; Gastroenterology; Retrospective cohort study; Refractory (planetary science); Tolerability; Vasculitis; Surgery; Adverse effect; Eosinophil; Disease; Asthma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009837466,0.0001478868,0.000353128,0.0001606891,0.00006676125,0.00002108892,0.0001102444,0.0001339361,0.0003494988],"category_scores_gemma":[0.0003772582,0.0001174604,0.0001007941,0.000431232,0.000119022,0.0001563978,0.0000214588,0.0002699259,0.00001533306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002043462,"about_ca_system_score_gemma":0.0003057675,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02044242,"about_ca_topic_score_gemma":0.01201132,"domain_scores_codex":[0.99854,0.00007328544,0.0003737442,0.0003208025,0.0003075674,0.0003845991],"domain_scores_gemma":[0.9989374,0.0001794957,0.0001196334,0.0002225779,0.00008293542,0.0004579864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00277051,0.0008791382,0.9568262,0.000243627,0.001460078,0.001706746,0.002622725,0.00004580441,0.003448534,0.00008250557,0.003154704,0.02675944],"study_design_scores_gemma":[0.004036587,0.0001039208,0.9925606,0.001221647,0.0003012597,0.0000436267,0.0001651258,0.00004545263,0.0007525136,0.00001480512,0.000606333,0.0001480755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898482,0.002796506,0.00001149823,0.005489232,0.000112131,0.001112796,0.000132368,0.00005780122,0.0004394757],"genre_scores_gemma":[0.9988155,0.0001829314,0.0001354557,0.000365151,0.00007204913,0.000158356,0.0001275415,0.00003237389,0.0001106561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03573447,"threshold_uncertainty_score":0.9860805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03161211281511435,"score_gpt":0.2226837166169701,"score_spread":0.1910716038018557,"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."}}