{"id":"W2217411313","doi":"10.1159/000409731","title":"Circulating and Mesangial IgA in IgA Nephropathy","year":2015,"lang":"en","type":"article","venue":"Contributions to nephrology","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Nephropathy; Immunology; Immunoglobulin A; Antibody; Immunoglobulin G; 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":[0.0002724054,0.0001241527,0.0003364547,0.0002018304,0.00006669133,0.00001710549,0.00004709651,0.0001199022,0.00002755237],"category_scores_gemma":[0.0009720834,0.000113456,0.00005424304,0.0003323694,0.0001098813,0.00006514452,0.00008107407,0.0001579545,0.00007602981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154235,"about_ca_system_score_gemma":0.000193707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001189917,"about_ca_topic_score_gemma":0.00006171461,"domain_scores_codex":[0.998933,0.00008050402,0.0002531426,0.000248963,0.0001240167,0.0003603311],"domain_scores_gemma":[0.9990606,0.00007186905,0.00003954921,0.0001953563,0.000219618,0.0004130088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01085464,0.001594986,0.5302971,0.0003613355,0.0006034501,0.00775096,0.006577088,0.001093688,0.1444407,0.1112494,0.1125218,0.07265487],"study_design_scores_gemma":[0.01253993,0.001854202,0.826336,0.0001655268,0.0003180745,0.001504277,0.0007413711,0.003041727,0.000661678,0.007883934,0.1444013,0.0005519816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985104,0.002354303,0.0009087036,0.01021154,0.0001331267,0.0004114319,0.00007237406,0.00007543104,0.0007291112],"genre_scores_gemma":[0.9964265,0.00003580073,0.0003023445,0.002816498,0.0002571549,0.00005530684,0.00005035496,0.00001055276,0.00004550501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2960389,"threshold_uncertainty_score":0.46266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759758336995355,"score_gpt":0.3110276428977325,"score_spread":0.293430059527779,"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."}}