{"id":"W3028015231","doi":"10.1097/tp.0000000000003320","title":"Machine Perfusion of the Liver: Applications Beyond Transplantation","year":2020,"lang":"en","type":"review","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Machine perfusion; Medicine; Liver transplantation; Transplantation; Perfusion; Clinical trial; Randomized controlled trial; Extracorporeal; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008948031,0.0007307101,0.001592401,0.002310393,0.00021057,0.001307261,0.0006107567,0.001075555,0.004782842],"category_scores_gemma":[0.001042609,0.0002240427,0.0009427507,0.001631317,0.0004644589,0.001447595,0.0006563822,0.001615071,0.001418631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004768271,"about_ca_system_score_gemma":0.000959693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006435016,"about_ca_topic_score_gemma":0.001110166,"domain_scores_codex":[0.9996939,0.00007274612,0.00004526612,0.00004473708,0.0001162273,0.00002714464],"domain_scores_gemma":[0.999427,0.0003818839,0.00006837972,0.00001536141,0.000085667,0.00002179224],"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":[0.00008611444,0.00008350949,0.0001504753,0.0394939,0.0001485846,0.0001896838,0.00005961829,0.0004546769,0.002744226,0.005904181,0.01156358,0.9391215],"study_design_scores_gemma":[0.00002641712,0.000254133,0.0007664424,0.01233447,0.0002139023,0.001652412,0.00008046988,0.0001723299,0.001218229,0.003575126,0.9796786,0.00002735016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001044741,0.9987414,0.0001400917,0.0002083931,0.0001069411,0.000004896133,0.00001216571,0.000003887934,0.0006777723],"genre_scores_gemma":[0.0007556672,0.9984983,0.0001957046,0.0001571676,0.0001069509,0.000006535748,0.00001883293,0.000001476473,0.0002592709],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004782842,"threshold_uncertainty_score":0.01600027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02302257169990434,"score_gpt":0.3091022441074726,"score_spread":0.2860796724075682,"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."}}