{"id":"W3092316156","doi":"10.1097/tp.0000000000003476","title":"Normothermic Ex Situ Liver Perfusion Enhances Mitochondrial Function of DCD Grafts as Evidenced by High-throughput Metabolomics","year":2020,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Cold storage; Machine perfusion; Metabolomics; Perfusion; Liver transplantation; Andrology; Glycolysis; Transplantation; Oxidative phosphorylation; Cryopreservation; Liver function; Biology; Metabolism; Medicine; Biochemistry; Internal medicine; Bioinformatics; Cell 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002710807,0.0002462796,0.000304211,0.000164954,0.0001181962,0.0003745188,0.0001314702,0.0002016815,0.001136564],"category_scores_gemma":[0.0001281654,0.00008780415,0.0002692573,0.000146834,0.0002097587,0.0003210712,0.0002155853,0.0003968278,0.0001628463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001696913,"about_ca_system_score_gemma":0.0001980752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001359238,"about_ca_topic_score_gemma":0.0002595274,"domain_scores_codex":[0.9998864,0.00001446844,0.00000945031,0.00003383105,0.00003217719,0.00002372565],"domain_scores_gemma":[0.999902,0.00001320916,0.00003907725,0.000009960449,0.00001584838,0.00001990461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004324511,0.00004153814,0.001333907,0.00006577226,0.00001129396,0.00003305963,0.00001217203,0.00006989225,0.995885,0.00002484534,0.00003554328,0.002054484],"study_design_scores_gemma":[0.00003763428,0.002101021,0.06197168,0.00002715829,0.00008811538,0.0004499127,0.00009617943,0.001493754,0.9316912,0.0001379934,0.001889024,0.00001629021],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938588,0.001344522,0.003798988,0.0000665992,0.00002261528,0.00002421282,0.0003788108,0.00003660066,0.0004689735],"genre_scores_gemma":[0.9940097,0.001222806,0.002837551,0.00007573053,0.00001306448,0.00007023809,0.0009539849,0.00001585022,0.0008011877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001136564,"threshold_uncertainty_score":0.00380218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396900161019761,"score_gpt":0.2560731154391457,"score_spread":0.2421041138289481,"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."}}