{"id":"W4415474740","doi":"10.1681/asn.2025gzzrt9mn","title":"Transglutaminase-2 Specific IgA-Producing Plasma Cells in Experimental IgAN","year":2025,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Blood properties and coagulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Kidney disease; Kidney; Glomerulonephritis; Nephropathy; Renal glomerulus; Tubulopathy","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":[0.0002552303,0.00009323676,0.000446896,0.00005710821,0.00004326225,0.000004226569,0.0001611523,0.00004638778,0.00002383075],"category_scores_gemma":[0.000006547227,0.00006284277,0.0003375709,0.0003333552,0.0003969229,0.00004232915,0.00003694426,0.0002987213,8.10879e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007966242,"about_ca_system_score_gemma":0.0001052886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007655257,"about_ca_topic_score_gemma":0.000004083066,"domain_scores_codex":[0.9990543,0.00007973477,0.0004288622,0.0001132834,0.0001658118,0.0001579778],"domain_scores_gemma":[0.9992616,0.00005065631,0.0003939891,0.000193339,0.00006662157,0.00003375849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006885883,0.0002271646,0.003676944,0.0000281594,0.0001469897,0.000004618496,0.002265436,0.000159713,0.9735296,0.0000166499,0.01248786,0.00676826],"study_design_scores_gemma":[0.003625246,0.001848087,0.2800137,0.0002304117,0.0001851427,0.0002063263,0.01180681,0.0008035222,0.6678466,0.00009757566,0.03320434,0.000132202],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886742,0.0008488566,0.0000824162,0.009974222,0.0001662138,0.0001168955,9.469588e-7,0.000003766871,0.0001325133],"genre_scores_gemma":[0.9928318,0.0002509387,0.002175719,0.004411205,0.000149973,0.000001333174,2.838705e-7,0.000008418448,0.0001703434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.305683,"threshold_uncertainty_score":0.2562654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01797120523964111,"score_gpt":0.2670695856781602,"score_spread":0.2490983804385191,"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."}}