{"id":"W2802180881","doi":"10.1155/2018/6867986","title":"Normothermic Ex Vivo Machine Perfusion for Liver Grafts Recovered from Donors after Circulatory Death: A Systematic Review and Meta-Analysis","year":2018,"lang":"en","type":"review","venue":"HPB Surgery","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Alberta Hospital","funders":"","keywords":"Machine perfusion; Medicine; Perfusion; Cold storage; Circulatory system; Donation; Ex vivo; Surgery; Liver transplantation; Internal medicine; Transplantation; In vivo; 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":[0.01372384,0.001976911,0.01649772,0.004918021,0.0006387655,0.002666332,0.001754097,0.00179401,0.00347353],"category_scores_gemma":[0.03054306,0.001181908,0.02864161,0.00609983,0.0006830124,0.001456078,0.00117117,0.001308535,0.0003008391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002308412,"about_ca_system_score_gemma":0.0035312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005344979,"about_ca_topic_score_gemma":0.01371977,"domain_scores_codex":[0.9888418,0.005389586,0.003289715,0.001196938,0.001001318,0.0002806934],"domain_scores_gemma":[0.9742914,0.01889585,0.004109757,0.0007476482,0.00162974,0.0003255604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002958657,0.00003141993,0.005835005,0.3852196,0.5917591,0.0001509741,0.0001000481,0.0002920864,0.0003019147,0.00009039992,0.0007011805,0.01255962],"study_design_scores_gemma":[0.0007474233,0.0002292243,0.004614766,0.01987142,0.972758,0.00009635323,0.00004812048,0.00008242472,0.0001227147,0.0001112623,0.001298408,0.00001986966],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007114973,0.990921,0.0005145457,0.0001955972,0.0001460367,0.000282426,0.0006002698,0.00001688441,0.0002082362],"genre_scores_gemma":[0.2188009,0.7744027,0.002326385,0.001096235,0.0003278781,0.001597605,0.001063617,0.00003119897,0.0003534355],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01649772,"threshold_uncertainty_score":0.07257944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09298348772276788,"score_gpt":0.3278080552772452,"score_spread":0.2348245675544773,"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."}}