{"id":"W2465660639","doi":"10.1111/ctr.12784","title":"<scp>CT</scp> volumetry is superior to nuclear renography for prediction of residual kidney function in living donors","year":2016,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Renal function; Kidney; Kidney disease; Nephrectomy; Urology; Radioisotope renography; Nuclear medicine; Radiology; 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":[0.0007663856,0.0001151831,0.0003363898,0.0002640893,0.00007226308,0.000002484383,0.00005523165,0.0002047119,0.00002772524],"category_scores_gemma":[0.00117071,0.00008932109,0.0001524655,0.0002522216,0.0001706341,0.0001034023,0.000009606592,0.0001578972,0.00001839487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001421714,"about_ca_system_score_gemma":0.00005250745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001163348,"about_ca_topic_score_gemma":0.00002261232,"domain_scores_codex":[0.9985801,0.0001148399,0.0006345109,0.0003349041,0.000120502,0.0002151572],"domain_scores_gemma":[0.9977739,0.00175978,0.000103212,0.000142779,0.00008640246,0.0001339269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001302563,0.0002121718,0.9766054,0.000116439,0.0002139975,0.000007082371,0.0007209927,6.754812e-7,0.00295155,0.00003465624,0.01462849,0.003205997],"study_design_scores_gemma":[0.002894293,0.002305729,0.986613,0.00012305,0.0006161889,0.00001339097,0.0001072596,0.00001909326,0.0003269627,0.0001278106,0.006815545,0.00003764109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994077,0.0001029966,0.002628917,0.001678634,0.0004908309,0.0004387827,0.0002883681,0.00005553097,0.0002389924],"genre_scores_gemma":[0.9924121,0.002498863,0.001125692,0.003256245,0.0004229783,0.0000474936,0.00004833744,0.00001907119,0.0001691841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01000766,"threshold_uncertainty_score":0.3642408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03534902537433036,"score_gpt":0.3101196389847837,"score_spread":0.2747706136104533,"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."}}