{"id":"W1999561028","doi":"10.1097/tp.0b013e3181efcffd","title":"Determinants of Long-Term Graft Outcome in Transplant Glomerulopathy","year":2010,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Biopsy; Renal function; Fibrosis; Proteinuria; Kidney transplantation; Gastroenterology; Internal medicine; Renal biopsy; Urology; Glomerulopathy; Pathology; Transplantation; Kidney","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":[0.0001423916,0.0001968045,0.0004170391,0.0002579177,0.0000310128,0.000008132334,0.00008090028,0.0001299767,0.0001494251],"category_scores_gemma":[0.000004704902,0.0001631382,0.0001418748,0.000215768,0.00006006346,0.0001398385,0.000001706982,0.0002251533,0.00002993233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001666022,"about_ca_system_score_gemma":0.00004304414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001133209,"about_ca_topic_score_gemma":0.001170181,"domain_scores_codex":[0.9985599,0.00002739695,0.0006371849,0.0002473925,0.0002879121,0.0002402275],"domain_scores_gemma":[0.9994634,0.00007242673,0.0001117246,0.0001968516,0.00004417235,0.0001114578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007474829,0.0002656445,0.9678097,0.001300551,0.0000273545,0.001034053,0.0008356487,0.000003992422,0.02419783,0.00008165232,1.639246e-7,0.003695945],"study_design_scores_gemma":[0.005126157,0.0001637026,0.9435101,0.0004526067,0.0002547909,0.0006846716,0.0000106032,0.00004310744,0.04959127,0.00002321433,0.000001702493,0.000138081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979888,0.00003660762,0.0004788222,0.00004606766,0.0002351404,0.0004405605,0.0001196621,0.00003885298,0.0006155429],"genre_scores_gemma":[0.9982176,0.0004250057,0.0008320456,0.00006063012,0.00002616409,0.00002516218,0.00027227,0.00002295183,0.0001181105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02539343,"threshold_uncertainty_score":0.6652583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02334312238122814,"score_gpt":0.3264439471186323,"score_spread":0.3031008247374042,"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."}}