{"id":"W2489180666","doi":"10.1097/tp.0000000000001299","title":"Eight-Hour Continuous Normothermic Ex Vivo Kidney Perfusion Is a Safe Preservation Technique for Kidney Transplantation","year":2016,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto General Hospital","funders":"Novo Nordisk Canada; National Institutes of Health","keywords":"Ex vivo; Medicine; Perfusion; Kidney transplantation; Kidney; Transplantation; In vivo; Urology; Surgery; Cardiology; Internal medicine; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003671582,0.0003971618,0.0004692346,0.0003472691,0.0001843879,0.00003743131,0.0001721103,0.0003522385,0.00103921],"category_scores_gemma":[0.0000534192,0.0002957676,0.0002635837,0.0002593557,0.0000751953,0.0006213732,0.000004240008,0.0001513599,0.00006487568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001257216,"about_ca_system_score_gemma":0.0002389781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008599641,"about_ca_topic_score_gemma":0.00002008895,"domain_scores_codex":[0.9976957,0.0000794006,0.0007265462,0.000585717,0.0004663368,0.0004462683],"domain_scores_gemma":[0.998578,0.0001904213,0.0002320793,0.0003487326,0.000273042,0.0003777055],"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":[0.004161877,0.0001908698,0.01146978,0.003967708,0.00007140714,0.00005137061,0.002565327,7.567558e-7,0.9660282,0.0008581651,0.006120252,0.004514256],"study_design_scores_gemma":[0.009216445,0.0007407512,0.01605968,0.001656149,0.0008154042,0.0003559774,0.0000400354,0.000110131,0.9598434,0.0009168963,0.009743979,0.0005011589],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1185808,0.00004636771,0.8605878,0.01017443,0.0002845244,0.00442204,0.002855163,0.0005763852,0.002472449],"genre_scores_gemma":[0.9487621,0.01111636,0.02354695,0.006911842,0.0003606007,0.0008296539,0.002287689,0.00019252,0.005992244],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8370409,"threshold_uncertainty_score":0.9999495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373632150509141,"score_gpt":0.2711161815081404,"score_spread":0.257379860003049,"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."}}