{"id":"W2141278325","doi":"10.3899/jrheum.110146","title":"ANCA-associated Vasculitides and Classification: A Conundrum Solved?","year":2011,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Microscopic polyangiitis; Vasculitis; Arteritis; Anti-neutrophil cytoplasmic antibody; Classification scheme; Granulomatosis with polyangiitis; Pathology; Giant cell arteritis; Necrotizing Vasculitis; Polyarteritis nodosa; Pathological; Disease; Systemic vasculitis; Dermatology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04469084,0.001664958,0.004171975,0.01021075,0.003727466,0.00965148,0.009388133,0.01231415,0.003591119],"category_scores_gemma":[0.06882028,0.0009880908,0.001379425,0.006721426,0.01609109,0.03366745,0.006595584,0.02084665,0.003723445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005996594,"about_ca_system_score_gemma":0.008032291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01030411,"about_ca_topic_score_gemma":0.01413404,"domain_scores_codex":[0.9808115,0.005743427,0.00482057,0.002427225,0.005110551,0.001086767],"domain_scores_gemma":[0.9435865,0.01607586,0.003892019,0.003166295,0.0280848,0.005194338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001557955,0.0001300523,0.007877917,0.002049048,0.0001210082,0.0005106039,0.001593556,0.0003250411,0.0003620159,0.0344097,0.4805588,0.4719065],"study_design_scores_gemma":[0.0001003542,0.0002087238,0.0119974,0.01383986,0.0001692194,0.008182544,0.009690762,0.003285228,0.0002361923,0.2050235,0.7469583,0.0003078756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002344506,0.2271183,0.007893568,0.70568,0.05397308,0.0000617488,0.0002008279,0.0001772925,0.002550613],"genre_scores_gemma":[0.05133968,0.3532552,0.04617126,0.2658891,0.2762878,0.0003728584,0.001653152,0.0004707213,0.004560158],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04469084,"threshold_uncertainty_score":0.2363506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02883248200758725,"score_gpt":0.2520430398228515,"score_spread":0.2232105578152643,"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."}}