{"id":"W2793150770","doi":"10.1007/s40674-018-0088-0","title":"IgA Vasculitis in Adults","year":2018,"lang":"en","type":"article","venue":"Current Treatment Options in Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"University Health Network","keywords":"Medicine; Vasculitis; Immunosuppression; Natural history; Regimen; Observational study; Intensive care medicine; Incidence (geometry); Population; Disease; Immunology; Internal medicine; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006433728,0.0001769357,0.0003920122,0.0004405858,0.00008177427,0.000007533352,0.00006128351,0.0001520569,0.0006258923],"category_scores_gemma":[0.00004466662,0.0001456201,0.0001347717,0.0004308665,0.0002153214,0.00006234096,0.00002335995,0.0001875461,0.0005751559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000308921,"about_ca_system_score_gemma":0.0001195689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000262909,"about_ca_topic_score_gemma":0.0005118898,"domain_scores_codex":[0.9987096,0.0000719316,0.0004131004,0.0003589611,0.00009398392,0.000352387],"domain_scores_gemma":[0.999398,0.00005063658,0.00005016447,0.0003343115,0.00006427912,0.0001025884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002175349,0.005937461,0.8108975,0.0002338496,0.0003216819,0.0002448572,0.003614595,0.00003389442,0.00002066159,0.05929876,0.001803583,0.1173757],"study_design_scores_gemma":[0.03531662,0.002379544,0.9140018,0.004742558,0.0002487474,0.002605237,0.0009414223,0.002201545,0.0001154445,0.003800347,0.0330252,0.0006215954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904577,0.004687058,0.00007641698,0.001141119,0.0009394545,0.0005511226,0.0000247992,0.00007486661,0.0020475],"genre_scores_gemma":[0.9860065,0.0128464,0.0004133673,0.00001237829,0.00003368868,0.0002966555,0.0002253155,0.00001504926,0.0001506752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1167541,"threshold_uncertainty_score":0.7392657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223328162777403,"score_gpt":0.3153889090783266,"score_spread":0.2930560928005863,"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."}}