{"id":"W4403841557","doi":"10.1681/asn.20243gtd3bss","title":"Identification of Kidney Transcripts Associated with Prognosis in ANCA-Associated Glomerulonephritis","year":2024,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Glomerulonephritis; Identification (biology); Medicine; Kidney disease; Nephrology; Kidney; Internal medicine; Immunology; Pathology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004025832,0.0001948252,0.0002026744,0.0008326913,0.0001963224,0.0003418341,0.00009391734,0.0002208269,0.0009594365],"category_scores_gemma":[0.0006367256,0.00005446791,0.0001941691,0.0005199681,0.0001990261,0.0001153832,0.0001589684,0.0001618381,0.0001608653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002615322,"about_ca_system_score_gemma":0.0001774006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009996354,"about_ca_topic_score_gemma":0.001339504,"domain_scores_codex":[0.9997818,0.00004008598,0.00001751111,0.00006834923,0.00004556397,0.00004679081],"domain_scores_gemma":[0.999464,0.0001607364,0.0002386479,0.00002914258,0.00005484219,0.00005275561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006030438,0.00002493036,0.8863938,0.00006625462,0.00009538345,0.0002417934,0.0001275111,0.0004060394,0.1056577,0.00006520592,0.0001370747,0.006181119],"study_design_scores_gemma":[0.000004525979,0.0001012996,0.9921846,0.000007372694,0.00004574181,0.0006273167,0.0000815261,0.0007629301,0.005802143,0.0000659764,0.0003108332,0.000005788025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985863,0.0002594734,0.0003833552,0.00001634908,0.000001728179,0.000003387028,0.0006134564,0.00000840353,0.0001275137],"genre_scores_gemma":[0.9986834,0.00008325947,0.0004685654,0.00001374162,0.000004314667,0.000006458719,0.000614092,0.000002914987,0.0001231824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009996354,"threshold_uncertainty_score":0.003209591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193628018304969,"score_gpt":0.2658544503879071,"score_spread":0.2539181702048574,"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."}}