{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000127022,0.0004174864,0.001166373,0.000199592,0.0001332362,0.00001566836,0.0002747482,0.0003369958,0.0001659805],"category_scores_gemma":[0.000005398297,0.0002811444,0.0007263189,0.0006382522,0.00009701955,0.00008905162,0.000009052417,0.0004812666,0.00005472695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007149376,"about_ca_system_score_gemma":0.0002689431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004044778,"about_ca_topic_score_gemma":0.00001755146,"domain_scores_codex":[0.997893,0.0001385214,0.0009003638,0.0004143751,0.0004611359,0.0001926057],"domain_scores_gemma":[0.9988055,0.0001563611,0.0004545414,0.000382543,0.00008832024,0.0001127694],"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":[0.0001488131,0.0001104055,0.00008415705,0.1708011,0.0001343188,0.00006358398,0.000777164,0.000001109162,0.00004240616,0.001578415,0.00004726555,0.8262112],"study_design_scores_gemma":[0.001792982,0.0002438172,0.0009245202,0.0141536,0.02214274,0.001825637,0.00002108886,0.00004768616,0.002108001,0.0001167449,0.9560213,0.0006018615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001029985,0.9787393,0.01485692,0.0001866997,0.0001115465,0.003057868,0.001355319,0.0001751608,0.001506869],"genre_scores_gemma":[0.0004134197,0.9946112,0.001580459,0.0001464439,0.000114197,0.000214241,0.002683061,0.00007797083,0.0001590038],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.955974,"threshold_uncertainty_score":0.9999641,"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."}}