{"id":"W2006851718","doi":"10.3899/jrheum.130805","title":"Does One Size Fit All?","year":2013,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Granulomatosis with polyangiitis; Anti-neutrophil cytoplasmic antibody; Disease; Vasculitis; Necrotizing Vasculitis; Microscopic polyangiitis; Pathological; Systemic vasculitis; Dermatology; Pathology","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":[0.00768588,0.0006354913,0.001725073,0.001593025,0.003030902,0.00616292,0.001893812,0.008487229,0.0169047],"category_scores_gemma":[0.036671,0.0003031843,0.000731312,0.001140283,0.005186812,0.01533982,0.003742817,0.01144832,0.007769989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001700565,"about_ca_system_score_gemma":0.004509037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001930817,"about_ca_topic_score_gemma":0.005148621,"domain_scores_codex":[0.9959706,0.001536125,0.0003549456,0.0005584314,0.001106824,0.0004730521],"domain_scores_gemma":[0.9856952,0.007373055,0.0008727333,0.0005079188,0.002871869,0.002679185],"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":[0.00005225791,0.00004729951,0.001254553,0.0006557053,0.00005831093,0.0008412332,0.0007554539,0.00003660269,0.00008432718,0.02022882,0.790779,0.1852066],"study_design_scores_gemma":[0.00003505194,0.00006625587,0.0004810456,0.002489453,0.00004954424,0.002203734,0.002096923,0.00006731927,0.00006136444,0.03539752,0.9570072,0.00004463311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007185239,0.1139104,0.000957303,0.7967054,0.07657532,0.00001617398,0.000072913,0.0000928996,0.01095125],"genre_scores_gemma":[0.01538317,0.1523888,0.001686072,0.6951486,0.1155584,0.00009059151,0.0001975429,0.0002192366,0.01932747],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0169047,"threshold_uncertainty_score":0.05655187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721209219654516,"score_gpt":0.2519539394212214,"score_spread":0.2347418472246762,"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."}}