{"id":"W4214854497","doi":"10.1097/tp.0000000000004098","title":"Normothermic Ex Vivo Kidney Perfusion for Human Kidney Transplantation: First North American Results","year":2022,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; Hospital for Sick Children; University Health Network","funders":"","keywords":"Human kidney; Ex vivo; Kidney; Perfusion; Kidney transplantation; Kidney disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004357627,0.0004529179,0.0004312176,0.0003289059,0.0003648482,0.0005006863,0.0003973559,0.0003991124,0.002549064],"category_scores_gemma":[0.001793634,0.0001636169,0.0003682305,0.0003732675,0.0007799615,0.0005910266,0.0006580342,0.0009297853,0.0003758355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004879859,"about_ca_system_score_gemma":0.001015175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006369013,"about_ca_topic_score_gemma":0.0006222504,"domain_scores_codex":[0.9983493,0.0009297312,0.0001041264,0.0001786381,0.0003369772,0.0001012333],"domain_scores_gemma":[0.9979857,0.0005680475,0.000227805,0.0004469313,0.0005289846,0.0002424891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03125848,0.02495502,0.1155339,0.001725616,0.001120919,0.001840928,0.001885891,0.004824488,0.2900043,0.002685901,0.004793831,0.5193707],"study_design_scores_gemma":[0.00543733,0.1617811,0.3980313,0.0008021315,0.001668218,0.01331907,0.001337107,0.006591859,0.343594,0.002723151,0.06445561,0.000259194],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687937,0.009484422,0.01443672,0.0004903408,0.00009372494,0.0005046086,0.0003364178,0.00008738458,0.00577263],"genre_scores_gemma":[0.9761514,0.008152608,0.01228497,0.0006186841,0.0001485231,0.000413076,0.0007931411,0.00006545112,0.001372185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004357627,"threshold_uncertainty_score":0.0230456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148940764572257,"score_gpt":0.2769962558587368,"score_spread":0.2621021794015111,"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."}}