{"id":"W2419559696","doi":"10.1159/000184518","title":"IgA Nephropathy","year":2008,"lang":"en","type":"article","venue":"˜The œNephron journals/Nephron journals","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shaughnessy Hospital; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Proteinuria; Nephropathy; Gastroenterology; Glomerulosclerosis; Internal medicine; Creatinine; Microscopic hematuria; Urology; Glomerulonephritis; Pathology; Kidney; Endocrinology; Diabetes mellitus","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00203604,0.0009276296,0.001466814,0.0007544713,0.001940254,0.0003951818,0.0008585578,0.0003784251,0.005671604],"category_scores_gemma":[0.0002805453,0.0006087988,0.001429472,0.001328876,0.0007970743,0.0008552827,0.0002385342,0.002268957,0.001354383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003840195,"about_ca_system_score_gemma":0.0009243257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006787002,"about_ca_topic_score_gemma":0.00002509326,"domain_scores_codex":[0.9923272,0.0006317199,0.002091087,0.0007523369,0.002523011,0.001674711],"domain_scores_gemma":[0.9943641,0.0003174762,0.00120144,0.001382174,0.0009319799,0.001802809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003721615,0.00251243,0.06360829,0.0005060646,0.00260286,0.01389802,0.005176668,0.0006071871,0.08146071,0.0003113701,0.743402,0.08219279],"study_design_scores_gemma":[0.007065638,0.001607708,0.4154541,0.001957203,0.001228599,0.05583373,0.001908355,0.0007647943,0.001963902,0.001856928,0.5089018,0.001457179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8626099,0.1043272,0.001968465,0.01860057,0.001544858,0.001243042,0.00007869807,0.0004223658,0.009204865],"genre_scores_gemma":[0.9398888,0.0377343,0.0007096639,0.01137222,0.004478552,0.00005426553,0.00001946865,0.0001979672,0.005544739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3518458,"threshold_uncertainty_score":0.9996364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03803805348878662,"score_gpt":0.3008896165078218,"score_spread":0.2628515630190352,"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."}}