{"id":"W1893290019","doi":"10.1002/lt.24340","title":"Subnormothermic ex vivo liver perfusion is a safe alternative to cold static storage for preserving standard criteria grafts","year":2015,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"Canadian Donation and Transplantation Research Program","keywords":"Medicine; Ex vivo; Liver transplantation; Liver perfusion; Perfusion; Cold storage; Surgery; In vivo; Transplantation; Radiology","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":[0.0002700631,0.0002444671,0.0003317897,0.0002152615,0.00009424434,0.00005296743,0.0001361252,0.0001048425,0.0005643528],"category_scores_gemma":[0.00001993166,0.0002264727,0.0001076368,0.0001711005,0.00003234119,0.0003018654,0.00001037746,0.0001172559,0.00005033726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00016977,"about_ca_system_score_gemma":0.0001099167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003619514,"about_ca_topic_score_gemma":0.0001244727,"domain_scores_codex":[0.9984391,0.0000700863,0.0003511157,0.000375395,0.0004661678,0.0002981717],"domain_scores_gemma":[0.998984,0.0001223658,0.00009593623,0.0002155087,0.0003052064,0.0002769272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.04578891,0.001311071,0.02271436,0.03008974,0.0007906699,0.003598128,0.4533629,0.0005279109,0.351399,0.00399605,0.07445104,0.01197021],"study_design_scores_gemma":[0.01441688,0.004487737,0.03033202,0.001660684,0.001617909,0.0002856145,0.001464369,0.01001999,0.9174197,0.0007189816,0.01650154,0.001074624],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7517762,0.0001805269,0.2423166,0.000906508,0.0002519652,0.002215063,0.001333223,0.0001963521,0.0008235996],"genre_scores_gemma":[0.9647865,0.002367682,0.02764296,0.002449041,0.0001654515,0.000119034,0.0002780493,0.00007611584,0.002115125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5660207,"threshold_uncertainty_score":0.9235289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03679514173357429,"score_gpt":0.3168417981829416,"score_spread":0.2800466564493673,"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."}}