{"id":"W2802180881","doi":"10.1155/2018/6867986","title":"Normothermic Ex Vivo Machine Perfusion for Liver Grafts Recovered from Donors after Circulatory Death: A Systematic Review and Meta-Analysis","year":2018,"lang":"en","type":"review","venue":"HPB Surgery","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Alberta Hospital","funders":"","keywords":"Machine perfusion; Medicine; Perfusion; Cold storage; Circulatory system; Donation; Ex vivo; Surgery; Liver transplantation; Internal medicine; Transplantation; In vivo; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001045148,0.00067204,0.01041016,0.0005723081,0.000064115,0.00003807153,0.0001265635,0.0003561527,0.003340865],"category_scores_gemma":[0.0001546381,0.0004191148,0.006015068,0.0004289817,0.0000452998,0.00008073247,0.00003292209,0.0002049862,0.00006880794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001034477,"about_ca_system_score_gemma":0.0001331358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001441338,"about_ca_topic_score_gemma":0.00004571232,"domain_scores_codex":[0.9967024,0.0003809017,0.001594762,0.0007172811,0.0003182153,0.0002864536],"domain_scores_gemma":[0.9966312,0.001294371,0.0008392945,0.0009155645,0.0001347816,0.0001848075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001763961,0.00003623393,0.0001495247,0.9434034,0.05407958,0.0000548337,0.0000296952,4.29566e-9,3.491623e-7,0.000001041432,0.0008940213,0.00133374],"study_design_scores_gemma":[0.00009074187,0.00002183717,0.00005570332,0.06411006,0.8976985,0.00008679851,0.000001289169,0.00000971634,0.000001883252,0.000005405194,0.03750286,0.0004151828],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000216462,0.9930937,0.000716289,0.00003876141,0.00007825771,0.003833195,0.002094563,0.0001040942,0.00001951975],"genre_scores_gemma":[0.00002959386,0.9944346,0.0006649312,0.001286255,0.0000797902,0.000937068,0.001172049,0.000116914,0.001278827],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8792933,"threshold_uncertainty_score":0.9998261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09298348772276788,"score_gpt":0.3278080552772452,"score_spread":0.2348245675544773,"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."}}