{"id":"W2742582746","doi":"10.1186/s12969-017-0191-z","title":"Clinical practice variation and need for pediatric-specific treatment guidelines among rheumatologists caring for children with ANCA-associated vasculitis: an international clinician survey","year":2017,"lang":"en","type":"article","venue":"Pediatric Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; BC Children's Hospital; University of British Columbia","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; BC Children's Hospital; Canadian Institutes of Health Research; Rosetrees Trust; Arthritis Foundation","keywords":"Medicine; Rituximab; Internal medicine; Granulomatosis with polyangiitis; Rheumatology; Vasculitis; Family medicine; Microscopic polyangiitis; Clinical Practice; Physical therapy; Pediatrics; Disease; Lymphoma","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00377256,0.0001253586,0.0002467289,0.00129825,0.0002965901,0.0007118657,0.0004286114,0.0005503897,0.0009409981],"category_scores_gemma":[0.01268908,0.000246628,0.0003493621,0.001827145,0.0004711142,0.000910944,0.0008623102,0.0004502035,0.0001655658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008902446,"about_ca_system_score_gemma":0.0009164857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006220997,"about_ca_topic_score_gemma":0.00629853,"domain_scores_codex":[0.9966145,0.001292719,0.0007183336,0.0003887966,0.000676869,0.0003087963],"domain_scores_gemma":[0.9838959,0.00437313,0.008665948,0.0004349489,0.001547018,0.001083032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001546786,0.00002011409,0.9964092,0.00002049147,0.00001068243,0.00003978946,0.0012665,0.00002863684,0.00004752222,0.00001736108,0.0001355117,0.001988709],"study_design_scores_gemma":[0.000004475473,0.00007364589,0.9949202,0.00003926616,0.000006667761,0.000235216,0.003986269,0.0002353037,0.00003461243,0.00001271878,0.0004457904,0.00000578504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987257,0.0002082182,0.00008305372,0.000243836,0.000003329955,0.00002285818,0.0002692791,0.000002889795,0.000440878],"genre_scores_gemma":[0.99922,0.0002077493,0.0002032612,0.00008859472,0.000003847659,0.00002845566,0.0002027744,0.000001887114,0.00004335917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006220997,"threshold_uncertainty_score":0.0199514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07081942708495963,"score_gpt":0.3860563491961854,"score_spread":0.3152369221112258,"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."}}