{"id":"W3131387574","doi":"10.3389/fimmu.2021.638571","title":"Different Disease Endotypes in Phenotypically Similar Vasculitides Affecting Small-to-Medium Sized Blood Vessels","year":2021,"lang":"en","type":"article","venue":"Frontiers in Immunology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Simon Fraser University; BC Children's Hospital; University of British Columbia","funders":"Faculty of Medicine Siriraj Hospital, Mahidol University; Canadian Institutes of Health Research; Oxford University Hospitals NHS Foundation Trust; Hospital for Sick Children; Killam Trusts; University of Oxford; Dalhousie University; BC Children's Hospital; Michael Smith Health Research BC; IWK Health Centre; Arthritis Society; Lawson Health Research Institute; Mahidol University; Nationwide Children's Hospital","keywords":"Vasculitis; Disease; Medicine; Immunology; Immune system; Phenotype; Innate immune system; Systemic vasculitis; Inflammation; Pathology; Gene; Biology; Genetics","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":[0.0003602808,0.0002361302,0.0003250123,0.000612615,0.0002589012,0.0005147299,0.0001736084,0.000267339,0.001261113],"category_scores_gemma":[0.0006709468,0.00009176583,0.0003445454,0.000529432,0.0003684136,0.000240661,0.0004205442,0.0004006252,0.0002956858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002196126,"about_ca_system_score_gemma":0.0001804224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004335389,"about_ca_topic_score_gemma":0.0007642541,"domain_scores_codex":[0.9996338,0.00005146566,0.00002786837,0.0001650779,0.00005650877,0.0000652632],"domain_scores_gemma":[0.9995601,0.0001119191,0.0001949763,0.00003298173,0.00004292949,0.00005723853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001863355,0.0001268385,0.6701967,0.0006802385,0.0002704469,0.001255015,0.0008546301,0.0008710649,0.2757733,0.001644785,0.001669628,0.04479413],"study_design_scores_gemma":[0.0000316993,0.0001449737,0.9786289,0.0001081882,0.0001017758,0.002403043,0.0004694599,0.001488984,0.01103189,0.001550162,0.004022415,0.00001858038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920594,0.001868997,0.002900252,0.0001409449,0.00003243616,0.00002714897,0.001719265,0.00005493351,0.001196668],"genre_scores_gemma":[0.9932877,0.0005859128,0.003334954,0.0001448448,0.00002937329,0.00004506587,0.001951697,0.00002262772,0.0005978482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001261113,"threshold_uncertainty_score":0.004218876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00794849112941062,"score_gpt":0.2239909310173031,"score_spread":0.2160424398878925,"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."}}