{"id":"W3015670427","doi":"10.1007/5584_2020_517","title":"Normothermic Preservation of Liver – What Does the Future Hold?","year":2020,"lang":"en","type":"review","venue":"Advances in experimental medicine and biology","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Machine perfusion; Medicine; Liver transplantation; Cold storage; Transplantation; Stem cell; Gene silencing; Bioinformatics; Surgery; Biology; Cell biology; Gene","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":[0.002014811,0.0007922379,0.002361952,0.000986308,0.0002743239,0.00198893,0.001247648,0.001643943,0.005340317],"category_scores_gemma":[0.002143857,0.0002585262,0.0008158478,0.001430897,0.0009509805,0.003208251,0.0008982641,0.003115727,0.001790285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007569004,"about_ca_system_score_gemma":0.002296612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001703752,"about_ca_topic_score_gemma":0.004157752,"domain_scores_codex":[0.9996769,0.0000934823,0.00005073426,0.00004978647,0.00008876508,0.00004027938],"domain_scores_gemma":[0.9985762,0.0008605509,0.00016626,0.00002981025,0.0002780218,0.00008909148],"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":[0.0002127292,0.00006917663,0.0001653313,0.02901538,0.0002022028,0.0000807127,0.00004803694,0.0003339802,0.000633065,0.007586861,0.0398659,0.9217867],"study_design_scores_gemma":[0.00009433889,0.0002351316,0.001078889,0.02668787,0.0004048166,0.0004658259,0.0001925473,0.0001975075,0.0002103597,0.009623554,0.9607617,0.00004751662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003113964,0.99827,0.00004364834,0.001050038,0.0003327702,0.000001538481,0.00001041959,0.000002816178,0.0002576],"genre_scores_gemma":[0.000294581,0.998439,0.0000732546,0.0006434195,0.0004071296,0.000003530559,0.0000126299,0.000001031031,0.0001254404],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005340317,"threshold_uncertainty_score":0.01786512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04399512473755123,"score_gpt":0.406558071309563,"score_spread":0.3625629465720118,"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."}}