{"id":"W2604856679","doi":"10.1111/tri.12964","title":"Early experience with hypothermic machine perfusion of living donor kidneys - a retrospective study","year":2017,"lang":"en","type":"article","venue":"Transplant International","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"London Health Sciences Centre","keywords":"Machine perfusion; Medicine; Renal function; Perfusion; Creatinine; Urology; Kidney; Kidney transplantation; Anesthesia; Transplantation; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000101962,0.0001280994,0.0002163599,0.00009492801,0.0001225724,0.00003488812,0.0002586985,0.00003815444,0.0007253028],"category_scores_gemma":[0.00003355557,0.00009392699,0.00005984639,0.0000291487,0.00008844674,0.0001650155,0.00001379307,0.0001316054,0.000006717718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003838451,"about_ca_system_score_gemma":0.00003299087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005913873,"about_ca_topic_score_gemma":0.00009699081,"domain_scores_codex":[0.9990501,0.00001527024,0.0002192797,0.0002172958,0.0003861633,0.0001118378],"domain_scores_gemma":[0.9993671,0.00004085315,0.0001461456,0.0002805255,0.0001006462,0.0000646937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005165874,0.0003099414,0.9847564,0.0000368192,0.00008611909,0.0000972808,0.006643816,5.536806e-7,0.007116384,0.0001903716,0.000006487579,0.0002392161],"study_design_scores_gemma":[0.001003421,0.0006367247,0.988304,0.0005418871,0.00010513,0.0001082097,0.0001750934,0.0000839241,0.008908309,0.00001063712,0.00001706842,0.0001056461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938208,0.00001264911,0.001679789,0.0002696366,0.0001187902,0.0003513102,0.0001295101,0.0000590158,0.003558471],"genre_scores_gemma":[0.9982747,0.0001340344,0.0007130409,0.00006422538,0.00005495646,0.00002047322,0.00001260135,0.00001838303,0.0007075823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006468723,"threshold_uncertainty_score":0.7941557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01559759565670558,"score_gpt":0.2922743630726831,"score_spread":0.2766767674159775,"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."}}