{"id":"W2561202380","doi":"10.3899/jrheum.160866","title":"Histopathological Classification and Renal Outcome in Patients with Antineutrophil Cytoplasmic Antibodies-associated Renal Vasculitis: A Study of 186 Patients and Metaanalysis","year":2016,"lang":"en","type":"review","venue":"The Journal of Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anti-neutrophil cytoplasmic antibody; Vasculitis; Retrospective cohort study; Internal medicine; Relative risk; Gastroenterology; Pathology; Confidence interval; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008236371,0.0003219213,0.00298011,0.0005942853,0.0000994482,0.00000899466,0.0001761652,0.0003124013,0.00001838336],"category_scores_gemma":[0.0003160441,0.0001446426,0.0002835203,0.0003378961,0.0002941732,0.00007567398,0.00007464061,0.0007263004,0.000001962987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001143864,"about_ca_system_score_gemma":0.0001164316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003771304,"about_ca_topic_score_gemma":0.00002580055,"domain_scores_codex":[0.9962565,0.001065325,0.001781364,0.0002487174,0.0004095047,0.0002386292],"domain_scores_gemma":[0.9965051,0.0003729862,0.002328914,0.0002817721,0.0004077554,0.0001035114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002519116,0.001322521,0.9698918,0.0007260189,0.002514799,0.00003563976,0.0003704508,6.376982e-7,0.000001095924,0.00003407202,0.00004005921,0.02481102],"study_design_scores_gemma":[0.01154814,0.00318211,0.9621019,0.01022897,0.009703462,0.001419577,0.0001227429,0.000003505815,9.897778e-8,0.00003155755,0.001423139,0.000234779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7395873,0.2597525,0.000005691354,0.00007073461,0.00005076081,0.0004864539,0.00002856754,0.000005045395,0.00001291264],"genre_scores_gemma":[0.4805622,0.5193496,0.00002026015,0.000005758084,0.000003120387,0.000005217557,0.00002632485,0.0000155563,0.00001189062],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2595971,"threshold_uncertainty_score":0.5898353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02620859770982278,"score_gpt":0.289329024448009,"score_spread":0.2631204267381863,"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."}}