{"id":"W4200138320","doi":"10.1097/mot.0000000000000946","title":"The use of marginal kidneys in dual kidney transplantation to expand kidney graft utilization","year":2021,"lang":"en","type":"review","venue":"Current Opinion in Organ Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Kidney; Kidney transplantation; Transplantation; Nephron; Intensive care medicine; Surgery; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003798992,0.0006333646,0.001502208,0.0009077378,0.0001235042,0.00009489847,0.0001467995,0.000325012,0.00008389254],"category_scores_gemma":[0.0001698708,0.0004869286,0.0004069559,0.001601957,0.00007574144,0.0003062808,0.00001278708,0.0005379049,0.00002836415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002602029,"about_ca_system_score_gemma":0.001127029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006800499,"about_ca_topic_score_gemma":0.00004430809,"domain_scores_codex":[0.9957017,0.0005070711,0.001822149,0.0007282884,0.0007070276,0.0005337851],"domain_scores_gemma":[0.9979888,0.0004997601,0.0004437724,0.0004080735,0.0001776279,0.0004819573],"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":[0.001608162,0.00164476,0.01622461,0.2963242,0.0006024012,0.0003827495,0.003866981,0.0001266781,0.00004135233,0.001595387,0.002130227,0.6754525],"study_design_scores_gemma":[0.006490802,0.0002872198,0.00839724,0.215868,0.001849224,0.0006847028,0.00006719737,0.00005810933,0.0001442261,0.00001493358,0.765397,0.0007413293],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004014749,0.9809087,0.005610264,0.000465353,0.004820973,0.004529768,0.003128151,0.00007581973,0.00005951015],"genre_scores_gemma":[0.0002053681,0.9743139,0.0004676379,0.00007429989,0.0001517061,0.000266404,0.02436636,0.00008317123,0.00007116509],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7632668,"threshold_uncertainty_score":0.9997582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2169664309961246,"score_gpt":0.4228234973376757,"score_spread":0.205857066341551,"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."}}