{"id":"W1995294254","doi":"10.5414/cn107423","title":"Association of IgG co-deposition with serum levels of galactose-deficient IgA1 in pediatric IgA nephropathy","year":2012,"lang":"en","type":"article","venue":"Clinical Nephrology","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of General Medical Sciences","keywords":"Medicine; Nephropathy; Biopsy; Renal biopsy; Pathology; Immunoglobulin A; Staining; Antibody; Gastroenterology; Immunoglobulin G; Internal medicine; Immunology; Diabetes mellitus; Endocrinology","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":[0.001029022,0.0001389206,0.0006529897,0.0001682547,0.0000219178,0.00000287921,0.00006802819,0.0002956854,0.0001185791],"category_scores_gemma":[0.0005171805,0.0001074852,0.000178224,0.0003321298,0.0001510934,0.00009212767,0.00003434203,0.0003024793,0.0000306451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005442869,"about_ca_system_score_gemma":0.0001244887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001889384,"about_ca_topic_score_gemma":0.00001709978,"domain_scores_codex":[0.9978893,0.000290258,0.0009176628,0.0002178456,0.0003158415,0.0003690406],"domain_scores_gemma":[0.9982445,0.0006049389,0.0005505061,0.000243071,0.0001768155,0.0001802321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009274202,0.001169758,0.9937499,0.0001911393,0.00005883752,0.00001236639,0.0001367079,0.00001028101,0.001238338,0.0001190401,0.0006514674,0.001734782],"study_design_scores_gemma":[0.002356075,0.001291455,0.9949172,0.00004381441,0.0003477939,0.00001554202,0.0000589737,0.00006696545,0.0004308356,0.00005599954,0.0003190996,0.00009620911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970703,0.0008374853,0.00009003807,0.0009118165,0.0001713842,0.0002861101,0.0000598259,0.00002640035,0.0005466568],"genre_scores_gemma":[0.9978591,0.0004826809,0.000233933,0.0009466468,0.0003802585,0.00001009992,0.00001906705,0.00001718737,0.00005105537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001638573,"threshold_uncertainty_score":0.438312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02927273767238896,"score_gpt":0.3359651271832078,"score_spread":0.3066923895108188,"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."}}