{"id":"W2153388408","doi":"10.1016/j.semnephrol.2007.10.011","title":"Clinicopathologic Correlation in IgA Nephropathy","year":2008,"lang":"en","type":"review","venue":"Seminars in Nephrology","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Nephropathy; Nephrotic syndrome; Medicine; Proteinuria; Glomerulonephritis; Renal biopsy; Immunoglobulin A; Acute kidney injury; Pathology; Biopsy; Immunology; Antibody; Kidney; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004012893,0.0005624997,0.002951682,0.001021073,0.00004444068,0.000008137021,0.0002160285,0.001220233,0.0001006638],"category_scores_gemma":[0.0004391486,0.0004632378,0.0006023567,0.0009738389,0.000343415,0.00006696336,0.0001406592,0.001373954,0.0003378095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002608072,"about_ca_system_score_gemma":0.00051894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002832165,"about_ca_topic_score_gemma":0.0000296786,"domain_scores_codex":[0.9964079,0.0005390064,0.001407817,0.0007866558,0.0002352813,0.0006232918],"domain_scores_gemma":[0.9982587,0.0004843629,0.0004490123,0.0006112065,0.00004486592,0.0001518947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001931824,0.0003795105,0.003986093,0.00501674,0.00003210215,0.007891672,0.0001575877,0.000009310726,0.00000115697,0.00009446996,0.004315277,0.9779229],"study_design_scores_gemma":[0.0009772017,0.00057078,0.004298392,0.01544201,0.0003318174,0.004006054,0.00003347993,0.00006942317,9.619136e-8,0.0002271327,0.973646,0.0003975955],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002713721,0.9936509,0.000006422553,0.0000862802,0.0004934258,0.001208326,0.00002676162,0.00008102289,0.001733111],"genre_scores_gemma":[0.0002377329,0.9976335,0.0002593623,0.0006098169,0.0002806187,0.0002445389,0.0003701862,0.00006829172,0.0002959722],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9775253,"threshold_uncertainty_score":0.9997819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03540066677095062,"score_gpt":0.3490616986660773,"score_spread":0.3136610318951267,"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."}}