{"id":"W2090024947","doi":"10.1159/000067871","title":"Chronic Kidney Disease and the Transplant Recipient","year":2003,"lang":"en","type":"review","venue":"Blood Purification","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Kidney disease; Kidney transplant; Intensive care medicine; Kidney transplantation; Disease; Transplantation; Renal function; Kidney; Nephrology; Internal medicine","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":[0.0001749986,0.0002700746,0.000737851,0.00008254072,0.00009772563,0.00003064691,0.00007623607,0.0001097717,0.00005884493],"category_scores_gemma":[0.00002108224,0.0001421989,0.0003220626,0.0001515929,0.00008843854,0.00003085744,0.000003404727,0.0001802323,0.00006276291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005234452,"about_ca_system_score_gemma":0.0003945286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006323526,"about_ca_topic_score_gemma":6.608905e-7,"domain_scores_codex":[0.9987072,0.0001660734,0.0004202532,0.0003347151,0.0002142068,0.0001576021],"domain_scores_gemma":[0.9989936,0.00009859307,0.0001848703,0.0004170509,0.00002912186,0.0002767745],"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":[0.0002632597,0.0004821018,0.0002666605,0.07480872,0.002777788,0.0001631725,0.0002049214,3.233687e-7,0.000001404401,0.01138333,0.0002121931,0.9094361],"study_design_scores_gemma":[0.004102555,0.00005620285,0.0002556159,0.01483378,0.01926313,0.000262386,0.000001526862,0.000002684509,0.000002667748,0.00004468922,0.9610159,0.0001588484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005415787,0.9964279,0.0000643989,0.0004582968,0.0001234982,0.001896514,0.0001874497,0.00002883837,0.0008076942],"genre_scores_gemma":[0.0001188116,0.995651,0.00009616988,0.0001438637,0.0001363412,0.0004582695,0.001578872,0.00003233413,0.001784314],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9608037,"threshold_uncertainty_score":0.5798702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03496764371822655,"score_gpt":0.3121531507526323,"score_spread":0.2771855070344057,"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."}}