{"id":"W1531834671","doi":"10.1111/ajt.12377","title":"Normothermic Machine Perfusion of Discarded Liver Grafts—What Is Viable?","year":2013,"lang":"en","type":"letter","venue":"American Journal of Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Ex vivo; Medicine; Machine perfusion; Perfusion; Liver transplantation; Transplantation; In vivo; Human liver; Surgery; Liver perfusion; Viaspan; Pathology; Internal medicine; Biology; In vitro","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":[0.001702637,0.000332129,0.0008118516,0.0003172026,0.001500403,0.002555475,0.0009652614,0.01544145,0.001979023],"category_scores_gemma":[0.009873206,0.0002169913,0.0006353111,0.0003510994,0.001947578,0.003218223,0.0006629059,0.01612614,0.001188043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002229877,"about_ca_system_score_gemma":0.001496833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001259806,"about_ca_topic_score_gemma":0.002754808,"domain_scores_codex":[0.998724,0.0004979315,0.0002005374,0.0001029287,0.0003027611,0.0001718149],"domain_scores_gemma":[0.9965681,0.001976458,0.0003413416,0.00009881461,0.00046108,0.0005542699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007182309,0.000391744,0.01271751,0.0003829279,0.0001164288,0.09036996,0.0007443711,0.0006667296,0.00178189,0.01875144,0.7330436,0.1403152],"study_design_scores_gemma":[0.0005408013,0.0007957509,0.0100867,0.00250738,0.0001877785,0.1458428,0.005279793,0.00337481,0.002053224,0.0930165,0.7360986,0.0002158876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.003838753,0.004054247,0.0003486835,0.9820141,0.006276267,0.000005774027,0.00001400913,0.00001131311,0.003436797],"genre_scores_gemma":[0.09148264,0.01176783,0.001577661,0.8003425,0.09070867,0.00004639688,0.00005000539,0.00002920828,0.003995154],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01544145,"threshold_uncertainty_score":0.01617891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007297669329417465,"score_gpt":0.2434819096312366,"score_spread":0.2361842403018191,"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."}}