{"id":"W1560000316","doi":"10.3791/52909","title":"Normothermic <em>Ex Vivo</em> Kidney Perfusion for the Preservation of Kidney Grafts prior to Transplantation","year":2015,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Hospital for Sick Children","funders":"","keywords":"Ex vivo; Kidney; Medicine; Cold storage; Perfusion; Machine perfusion; Transplantation; Kidney transplantation; In vivo; Urology; Surgery; Liver transplantation; Internal medicine; Biology","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":[0.0008098299,0.0002380419,0.0005291942,0.0002904373,0.00009663527,0.00004087377,0.0002590409,0.0001365007,0.0002164295],"category_scores_gemma":[0.0004313124,0.000161326,0.0002654617,0.0002521961,0.00003506216,0.0003336777,0.00001820389,0.0001406086,0.000008272154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001383822,"about_ca_system_score_gemma":0.0004323695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000194633,"about_ca_topic_score_gemma":0.000004422381,"domain_scores_codex":[0.9975714,0.00009978436,0.000982085,0.0001943142,0.0009014407,0.0002509542],"domain_scores_gemma":[0.9977234,0.0001150322,0.0006060755,0.0002507988,0.0006548807,0.0006498129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007384968,0.0005312759,0.001777441,0.0005138973,0.0002049637,0.00002159405,0.01972299,0.00001392498,0.940594,0.0002140828,0.0273905,0.001630337],"study_design_scores_gemma":[0.01203432,0.002108309,0.003899778,0.0008304564,0.0005167155,0.0001319427,0.0008769205,0.0004649276,0.9547142,0.0001242624,0.02407498,0.0002231493],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417762,0.0005168182,0.05152337,0.003062479,0.0007483921,0.001881663,0.0001111762,0.00006099869,0.0003188926],"genre_scores_gemma":[0.9632838,0.001562065,0.02689319,0.005848321,0.0004948673,0.0000745512,0.0001065554,0.000108337,0.001628279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02463017,"threshold_uncertainty_score":0.6578684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03821097326997613,"score_gpt":0.3914088669736666,"score_spread":0.3531978937036904,"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."}}