{"id":"W4415549456","doi":"10.1681/asn.20252dzef6w2","title":"Therapies for IgAN in the Cure Glomerulonephropathy Network (CureGN)","year":2025,"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":"Kidney disease; Nephropathy; Nephrology; MEDLINE; Glomerulonephritis","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":[0.002598901,0.0002929592,0.0005742846,0.00131991,0.0005471274,0.0008905928,0.0007482981,0.0004399396,0.004988798],"category_scores_gemma":[0.004295138,0.0001105156,0.0005478698,0.001734874,0.0002383485,0.0006452556,0.001610741,0.0006762269,0.0008331283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008083219,"about_ca_system_score_gemma":0.002381795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004123406,"about_ca_topic_score_gemma":0.009990671,"domain_scores_codex":[0.9983266,0.000540354,0.0002440653,0.0001990175,0.0005028607,0.0001870707],"domain_scores_gemma":[0.994885,0.0008413368,0.002144943,0.0001536731,0.0008438933,0.001131122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00169476,0.0004013637,0.392114,0.005552743,0.0007480952,0.0003865963,0.00030888,0.0008226092,0.0008329388,0.003256029,0.172684,0.4211981],"study_design_scores_gemma":[0.001278681,0.001173761,0.6347303,0.007845942,0.001340512,0.002508501,0.0005185457,0.001738673,0.0005629631,0.002609015,0.3456207,0.00007237035],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4856585,0.2244418,0.006048249,0.03824689,0.002741037,0.002263881,0.1115938,0.001081374,0.1279245],"genre_scores_gemma":[0.7764069,0.07327591,0.01976752,0.0139427,0.003854762,0.00330752,0.09781905,0.0001627216,0.01146306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004988798,"threshold_uncertainty_score":0.01668918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194502086000212,"score_gpt":0.2944307757517671,"score_spread":0.282485754891765,"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."}}