{"id":"W2119574235","doi":"10.1093/ndt/gfr203","title":"Performance evaluation of a novel chemiluminescence assay for detection of anti-GBM antibodies: an international multicenter study","year":2011,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Chemiluminescence; Multicenter study; Antibody; Immunology; Virology; Internal medicine; Chromatography","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":[],"consensus_categories":[],"category_scores_codex":[0.0006799312,0.0001030661,0.0002632953,0.0002400536,0.0000524125,0.00000256866,0.00007810852,0.000121123,0.00007106866],"category_scores_gemma":[0.00004720264,0.00009303877,0.0001152433,0.0001566635,0.00007980302,0.0002279246,0.00000376883,0.00007835212,0.000001239537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002730043,"about_ca_system_score_gemma":0.00004380396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007987219,"about_ca_topic_score_gemma":0.00008689622,"domain_scores_codex":[0.9988621,0.00007717052,0.000424727,0.0002254003,0.0003005394,0.000110056],"domain_scores_gemma":[0.9988136,0.00004843295,0.0002187037,0.0001730214,0.0007123958,0.00003378744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001024028,0.002386462,0.2628033,0.0001197821,0.000768094,0.000001313998,0.007720826,0.0003199166,0.7186431,0.00001715631,0.000001227939,0.006194804],"study_design_scores_gemma":[0.007565003,0.0006900657,0.7910185,0.00004587252,0.003019121,0.00001420279,0.0004003291,0.05856854,0.1385961,0.00000523122,0.00000319818,0.0000737814],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899727,0.00001254842,0.00867663,0.00002128024,0.000175436,0.0008396314,0.00005258435,0.0000203147,0.0002289388],"genre_scores_gemma":[0.9980685,0.0001536918,0.001198853,0.00002798845,0.00005214332,0.0001149941,0.0003673293,0.00001048039,0.000006033744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.580047,"threshold_uncertainty_score":0.3794011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03678157371314753,"score_gpt":0.3046197431069937,"score_spread":0.2678381693938461,"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."}}