{"id":"W2964776886","doi":"10.1371/journal.pone.0220786","title":"Avoiding initial hypothermia does not improve liver graft quality in a porcine donation after circulatory death (DCD) model of normothermic perfusion","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Machine perfusion; Medicine; Anesthesia; Perfusion; Lactate dehydrogenase; Liver transplantation; Hypothermia; Cold storage; Glycogenolysis; Andrology; Transplantation; Surgery; Chemistry; Glycogen; Internal medicine; Biology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004790894,0.0004481565,0.0007299738,0.0002462117,0.0002378985,0.0006283122,0.000347014,0.000356852,0.00218005],"category_scores_gemma":[0.0003262167,0.0001526963,0.0004334949,0.0001331479,0.0007512444,0.0004859169,0.0003330231,0.001182987,0.0002196715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000367348,"about_ca_system_score_gemma":0.0003886942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000296149,"about_ca_topic_score_gemma":0.0004391058,"domain_scores_codex":[0.9998034,0.00003217084,0.00001887035,0.00005141635,0.00003167627,0.00006255833],"domain_scores_gemma":[0.9996,0.0000636638,0.0001314894,0.00007595871,0.00002354966,0.0001054131],"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":[0.01953345,0.002083598,0.002095997,0.0003507542,0.00006397414,0.000281527,0.0001430127,0.0005471213,0.9663669,0.0001862632,0.000312598,0.008034953],"study_design_scores_gemma":[0.001609675,0.13345,0.03008649,0.0001794042,0.0003976492,0.002020968,0.000422582,0.005706068,0.8217539,0.0003957115,0.003904758,0.00007292036],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980716,0.0004392264,0.0008734948,0.00006870736,0.00005461782,0.00003938287,0.0000817427,0.00002147995,0.0003496949],"genre_scores_gemma":[0.9969535,0.0005451874,0.001024128,0.00009537731,0.00002344698,0.0001372095,0.0003907884,0.00001135891,0.0008191416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00218005,"threshold_uncertainty_score":0.007292986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04969973489634378,"score_gpt":0.2769265564654904,"score_spread":0.2272268215691466,"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."}}