{"id":"W2930330274","doi":"10.1002/lt.25464","title":"A Back‐to‐Base Experience of Human Normothermic Ex Situ Liver Perfusion: Does the Chill Kill?","year":2019,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Engineering and Physical Sciences Research Council; Medical Research Council; National Institute for Health and Care Research","keywords":"Machine perfusion; Medicine; Perfusion; Liver transplantation; Surgery; Transplantation; Cold storage; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009332075,0.0001679663,0.0002325601,0.0001105311,0.00008047104,0.00001420607,0.0001486928,0.00008217971,0.002952607],"category_scores_gemma":[0.000002476094,0.00009849362,0.0001134668,0.0001755897,0.00006628237,0.0001396654,0.000007843007,0.0001276231,0.000332015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002452334,"about_ca_system_score_gemma":0.00002434649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002797467,"about_ca_topic_score_gemma":0.0001073653,"domain_scores_codex":[0.9989211,0.00004591358,0.0002964673,0.0002629677,0.0002946246,0.0001789416],"domain_scores_gemma":[0.9993908,0.00007054558,0.00008614406,0.0002993895,0.00007041408,0.00008272676],"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":[0.001046068,0.0002970303,0.09362096,0.003589783,0.000062763,0.0001738043,0.09193768,0.00001813457,0.8053145,0.001302336,0.0001686619,0.002468285],"study_design_scores_gemma":[0.001652581,0.0004673125,0.3895629,0.0004254908,0.0002312807,0.0001638016,0.0008655013,0.0001160043,0.6059048,0.00002381723,0.0003561864,0.0002302824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993669,0.00006453509,0.001633023,0.0003581661,0.0001091604,0.0008448044,0.00004929662,0.00005990397,0.003212134],"genre_scores_gemma":[0.9938725,0.001851444,0.0009429868,0.0009895437,0.00005051004,0.00001649159,0.00008728918,0.00002474845,0.002164508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.295942,"threshold_uncertainty_score":0.9979588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140073837474477,"score_gpt":0.2632469731504277,"score_spread":0.2518462347756829,"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."}}