{"id":"W2886389434","doi":"10.1080/17474124.2018.1505499","title":"Normothermic ex-vivo liver perfusion: where do we stand and where to reach?","year":2018,"lang":"en","type":"review","venue":"Expert Review of Gastroenterology & Hepatology","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Machine perfusion; Medicine; Liver transplantation; Ex vivo; Transplantation; Intensive care medicine; Clinical trial; Cochrane Library; MEDLINE; Perfusion; Surgery; Bioinformatics; Randomized controlled trial; In vivo; Internal medicine; Biotechnology","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":[0.007964101,0.0006730292,0.003237175,0.001672585,0.0005960776,0.003339399,0.001930382,0.004933955,0.01284202],"category_scores_gemma":[0.02995506,0.0003038076,0.001541803,0.002484896,0.001946391,0.005588367,0.0009236967,0.002944309,0.00304922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001477178,"about_ca_system_score_gemma":0.006638622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003034194,"about_ca_topic_score_gemma":0.004672515,"domain_scores_codex":[0.9956304,0.00216014,0.0007450581,0.0004554933,0.0008484858,0.0001605234],"domain_scores_gemma":[0.9731106,0.0191747,0.00295559,0.0003047957,0.004167929,0.0002865337],"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":[0.0007504089,0.00004824175,0.0004870567,0.3453123,0.0005810219,0.0004481168,0.0005601326,0.0003078709,0.0009211053,0.008981004,0.1397789,0.501824],"study_design_scores_gemma":[0.0001749077,0.0003095277,0.001794779,0.3873643,0.001069257,0.001172437,0.00146492,0.0002161049,0.0005936064,0.01273349,0.5929968,0.0001098893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002314095,0.9646051,0.0003068532,0.03062669,0.002877899,0.00003718145,0.0001542567,0.00001114936,0.001149617],"genre_scores_gemma":[0.004773365,0.9739696,0.0008384639,0.01541257,0.004089187,0.00009653407,0.00009959222,0.00001461091,0.0007062223],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01284202,"threshold_uncertainty_score":0.04296088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02264115066717505,"score_gpt":0.3431410880256571,"score_spread":0.320499937358482,"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."}}