{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009522502,0.0002964352,0.0001768372,0.0005938604,0.0003257114,0.0004446871,0.0003021671,0.0004314009,0.001433778],"category_scores_gemma":[0.002111556,0.00009466153,0.0002351004,0.0003776572,0.0003512776,0.0003647966,0.0003741971,0.0005045701,0.00018787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002844699,"about_ca_system_score_gemma":0.0002408678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029998,"about_ca_topic_score_gemma":0.001074507,"domain_scores_codex":[0.9997374,0.00007622453,0.00002417003,0.00004110253,0.00004111021,0.00007996944],"domain_scores_gemma":[0.9979424,0.0003874767,0.0008047776,0.00005514998,0.000152657,0.0006576094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009193023,0.00001716916,0.9989932,0.000003217149,0.00001440665,0.00008505611,0.00001314817,0.00005008753,0.0001555684,0.000006512979,0.0000199231,0.0005498585],"study_design_scores_gemma":[0.000004011558,0.0001418864,0.9988636,0.000003751928,0.00001617196,0.0005172644,0.00004244922,0.0002188927,0.00009619744,0.00003581209,0.00005761483,0.00000243102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996268,0.0001500686,0.00004288386,0.00001915445,0.000002257457,0.000001459762,0.00003645192,0.000001667227,0.0001192603],"genre_scores_gemma":[0.9998585,0.00002172496,0.00001873418,0.000003850232,0.000004141018,9.907243e-7,0.00006144816,6.636696e-7,0.00002991259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001433778,"threshold_uncertainty_score":0.005035996,"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."}}