{"id":"W4403830931","doi":"10.1681/asn.2024v2kdjr3z","title":"Utility of Adult-Derived Biomarkers for Assessment of Kidney Function in Pediatric ANCA-Associated Vasculitis","year":2024,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; BC Children's Hospital; University of British Columbia","funders":"","keywords":"ANCA-Associated Vasculitis; Medicine; Renal function; Vasculitis; Internal medicine; Pathology; Immunology","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":[0.003242563,0.0006168563,0.0005130788,0.0008602603,0.0001090539,0.0008019388,0.0003561986,0.0003561839,0.0006445204],"category_scores_gemma":[0.005729763,0.0001127611,0.0003828254,0.0007663362,0.0002008109,0.0004874086,0.0003647208,0.0006475201,0.0001835734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003293247,"about_ca_system_score_gemma":0.0004712247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006777592,"about_ca_topic_score_gemma":0.001050872,"domain_scores_codex":[0.9984102,0.0008464096,0.0001732164,0.0001711477,0.0003003977,0.00009863821],"domain_scores_gemma":[0.9948366,0.001314444,0.002392109,0.0002041505,0.0008432891,0.0004094162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003009016,0.00005112082,0.9868242,0.00003647212,0.0000767276,0.00005031137,0.00002199092,0.0004192648,0.000416805,0.00004637439,0.000179449,0.0115764],"study_design_scores_gemma":[0.00005103167,0.001633352,0.9851541,0.0001191048,0.0002095062,0.001549385,0.0001169373,0.006692405,0.002433825,0.0002138077,0.001805822,0.00002054872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867347,0.008140538,0.002609184,0.0002249412,0.00003249458,0.00004944433,0.0008166173,0.00004531744,0.00134671],"genre_scores_gemma":[0.9950802,0.0007814387,0.003486739,0.00006629788,0.00002489784,0.00003013164,0.0004191887,0.000004836606,0.0001062314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003242563,"threshold_uncertainty_score":0.01714855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511286490484293,"score_gpt":0.292431550833408,"score_spread":0.2773186859285651,"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."}}