{"id":"W4388221078","doi":"10.1097/mou.0000000000001139","title":"Organ storage in renal transplantation","year":2023,"lang":"en","type":"review","venue":"Current Opinion in Urology","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University","funders":"","keywords":"Medicine; Machine perfusion; Intensive care medicine; Transplantation; Excellence; Kidney transplantation; Kidney; Perfusion; Liver transplantation; 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":[0.0002916591,0.0003045736,0.001244969,0.001065457,0.00001812579,0.000007615024,0.0001422506,0.0004154214,0.0001271405],"category_scores_gemma":[0.00003425106,0.00026644,0.0002002409,0.000723258,0.0000478459,0.00004097017,0.00001634123,0.000862575,0.0001754686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001233458,"about_ca_system_score_gemma":0.0002403931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001253918,"about_ca_topic_score_gemma":0.00001941252,"domain_scores_codex":[0.9980127,0.0002078798,0.000868119,0.0004349371,0.0001675708,0.0003087422],"domain_scores_gemma":[0.9992921,0.0002027748,0.000183131,0.0002269763,0.0000210264,0.00007393199],"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":[0.000157843,0.0003106053,0.00225777,0.2390033,0.00006680749,0.000243751,0.0005980993,0.000005150577,8.843061e-7,0.001225982,0.001893076,0.7542367],"study_design_scores_gemma":[0.001129323,0.0001605667,0.002071899,0.01430465,0.0002600799,0.0002248613,0.000005228761,0.00001166655,0.000001190956,0.00009889567,0.9814717,0.00025995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002875872,0.9952762,0.0003880143,0.0001510951,0.002794038,0.001023163,0.00009565178,0.0001724723,0.00007062498],"genre_scores_gemma":[0.00002650327,0.9973142,0.0000568944,0.00002705361,0.0003045711,0.0001505335,0.002005228,0.00006342603,0.00005159229],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9795786,"threshold_uncertainty_score":0.9999788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1381484944799315,"score_gpt":0.43919550214898,"score_spread":0.3010470076690485,"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."}}