{"id":"W2947272814","doi":"10.1097/mot.0000000000000660","title":"Novel therapeutic strategies for renal graft preservation and their potential impact on the future of clinical transplantation","year":2019,"lang":"en","type":"review","venue":"Current Opinion in Organ Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Context (archaeology); Transplantation; Intensive care medicine; Machine perfusion; Cold storage; Surgery; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007642701,0.0005477872,0.001479936,0.0003710535,0.0000837275,0.00005468139,0.0002057026,0.0004658084,0.00003738818],"category_scores_gemma":[0.00001011946,0.0003123707,0.0006941757,0.0003460404,0.0001010381,0.0002595425,0.000005992397,0.0006678389,0.000003370704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005588608,"about_ca_system_score_gemma":0.0005066061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001087808,"about_ca_topic_score_gemma":0.000006884629,"domain_scores_codex":[0.9971019,0.0002529795,0.001502745,0.0005306622,0.0003217267,0.0002899654],"domain_scores_gemma":[0.9979193,0.0008503884,0.000689427,0.0003261871,0.0001352851,0.00007945026],"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":[0.002855665,0.0007670155,0.001437195,0.302085,0.0005743354,0.000002625699,0.002216369,0.00004453021,0.0001230689,0.00964266,0.0002032336,0.6800483],"study_design_scores_gemma":[0.04699812,0.01235669,0.1741401,0.28216,0.02357622,0.001976505,0.00276594,0.00289869,0.001417231,0.004847432,0.4411897,0.005673307],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001911872,0.9161847,0.07057858,0.0003046732,0.002865014,0.005625198,0.002409757,0.00009482112,0.0000253331],"genre_scores_gemma":[0.006271669,0.9874841,0.0002415074,0.00003029387,0.0006686373,0.0001530096,0.00506696,0.00007419199,0.000009604498],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6743749,"threshold_uncertainty_score":0.9999328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1644077713982483,"score_gpt":0.4577225351820716,"score_spread":0.2933147637838233,"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."}}