{"id":"W4394799449","doi":"10.1097/lvt.0000000000000381","title":"Efficiency of machine perfusion in pediatric liver transplantation","year":2024,"lang":"en","type":"review","venue":"Liver Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Machine perfusion; Perfusion; Liver transplantation; Population; Transplantation; Cold storage; Liver disease; Surgery; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002705444,0.0003881368,0.0008229057,0.0005747456,0.0002012124,0.001089553,0.0004027504,0.0003228161,0.002241552],"category_scores_gemma":[0.006583217,0.0001067473,0.0005553113,0.0006622523,0.0005520933,0.001020343,0.0005662404,0.000919739,0.0003729188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006292069,"about_ca_system_score_gemma":0.0006859805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000387584,"about_ca_topic_score_gemma":0.0002612962,"domain_scores_codex":[0.9980228,0.001093574,0.0001713363,0.0001458017,0.0004584724,0.000107991],"domain_scores_gemma":[0.9966012,0.001730473,0.000908267,0.0001980455,0.0003399231,0.0002221228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.008518036,0.0006788619,0.09069815,0.005872293,0.0008410247,0.001684091,0.0003614873,0.008494964,0.01652186,0.003728346,0.005501837,0.8570991],"study_design_scores_gemma":[0.001622257,0.05016277,0.5811881,0.006148453,0.004499705,0.03417326,0.001095837,0.02376573,0.1077975,0.01070239,0.1785288,0.0003152974],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6679157,0.2895948,0.0276027,0.002835114,0.0008357274,0.0001950167,0.0004277532,0.0002652637,0.0103279],"genre_scores_gemma":[0.9423856,0.04716375,0.008312597,0.0004992864,0.000742191,0.000101849,0.0003216315,0.000105476,0.000367702],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002705444,"threshold_uncertainty_score":0.01430792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02228279239412534,"score_gpt":0.3109817112359851,"score_spread":0.2886989188418598,"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."}}