{"id":"W4397040146","doi":"10.1681/asn.20233411s1588d","title":"Characteristics of Kidney Resident IgA Antibody-Secreting Cells in IgA Nephropathy","year":2023,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Nephropathy; Antibody; Immunoglobulin A; Kidney; Medicine; Secretory IgA; Immunology; Biology; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002110587,0.0001718002,0.0002244112,0.001000694,0.0002087989,0.000343727,0.0001539766,0.0004198588,0.001590833],"category_scores_gemma":[0.0001670645,0.0001274014,0.0002269806,0.0002929941,0.0002048742,0.0001951556,0.000240408,0.0004282431,0.0003845515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001603662,"about_ca_system_score_gemma":0.0001157954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003349166,"about_ca_topic_score_gemma":0.0004001382,"domain_scores_codex":[0.9998318,0.000009173846,0.00001302843,0.00005412257,0.0000541956,0.00003759867],"domain_scores_gemma":[0.9997256,0.00003191751,0.00008114574,0.00001853151,0.00005077356,0.00009191773],"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":[0.0002188209,0.00002233451,0.01760172,0.00005237608,0.00001231292,0.0001408701,0.00009248715,0.00003715572,0.9792265,0.00006364429,0.00003828486,0.002493481],"study_design_scores_gemma":[0.00002077725,0.0004400699,0.6887162,0.00003236269,0.00009691367,0.003537206,0.0003644868,0.001399856,0.3003682,0.0003702507,0.004629184,0.00002449924],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937885,0.001304406,0.003227996,0.00002628394,0.000009972379,0.00001961526,0.0006579107,0.00007937988,0.0008858747],"genre_scores_gemma":[0.9945128,0.0005462657,0.003112455,0.00005984563,0.00001589274,0.00004058184,0.0007382436,0.00003130919,0.0009425798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001590833,"threshold_uncertainty_score":0.005321801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269117545092319,"score_gpt":0.2898887113811593,"score_spread":0.2771975359302362,"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."}}