{"id":"W2070439885","doi":"10.1053/ajkd.2000.19082","title":"Pauci-immune renal vasculitis: Natural history, prognostic factors, and impact of therapy","year":2000,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Vasculitis; Dialysis; Renal function; Internal medicine; Creatinine; Natural history; Microscopic polyangiitis; Renal biopsy; Incidence (geometry); Disease; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006151466,0.0001761605,0.0005852788,0.0001506349,0.00004723954,0.0000101291,0.00008999941,0.000031224,0.001717929],"category_scores_gemma":[0.00032703,0.0001071371,0.0006324093,0.00016164,0.0004691113,0.0001361661,0.000007702199,0.0002455671,0.000002819166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326841,"about_ca_system_score_gemma":0.0009595078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000217954,"about_ca_topic_score_gemma":3.501959e-7,"domain_scores_codex":[0.9988419,0.00008883783,0.0004409289,0.000125683,0.0003016219,0.0002010305],"domain_scores_gemma":[0.9983449,0.00008816757,0.0003429033,0.0001701077,0.0001711726,0.0008827707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002070975,0.001748437,0.7327762,0.00008658923,0.005790627,0.0005229144,0.002084704,0.00002641901,0.006927504,0.00003338714,0.03678507,0.2111472],"study_design_scores_gemma":[0.002713195,0.003156437,0.9851773,0.0004639035,0.0006600898,0.0006192232,0.0001847818,0.0000135551,0.00009580309,0.00004566924,0.006724388,0.0001456799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692258,0.02965614,0.000004511948,0.0006016682,0.00009541225,0.000134316,0.00008870711,0.00001499844,0.000178449],"genre_scores_gemma":[0.9933801,0.005876331,0.00009371969,0.0002799509,0.0001302931,0.000002427893,0.00004788538,0.00001983599,0.000169445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2524011,"threshold_uncertainty_score":0.9991946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007155112989650362,"score_gpt":0.2476942524150457,"score_spread":0.2405391394253954,"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."}}