{"id":"W4285803699","doi":"10.1089/ten.teb.2022.0018","title":"<i>Ex Vivo</i> Liver Machine Perfusion: Comprehensive Review of Common Animal Models","year":2022,"lang":"en","type":"review","venue":"Tissue Engineering Part B Reviews","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Ex vivo; Machine perfusion; Liver transplantation; Medicine; Cold storage; Transplantation; Perfusion; In vivo; Economic shortage; Animal studies; Intensive care medicine; Bioinformatics; Surgery; Biology; Internal medicine; Biotechnology","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":[0.00277989,0.0009316443,0.002088344,0.005499679,0.0002598961,0.001354012,0.001318666,0.001235415,0.003788318],"category_scores_gemma":[0.003332517,0.000311871,0.001839538,0.004686558,0.0006681886,0.001867696,0.0007149323,0.001000457,0.001365372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007108035,"about_ca_system_score_gemma":0.002568723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001481639,"about_ca_topic_score_gemma":0.00219806,"domain_scores_codex":[0.9989976,0.0002433798,0.0003340921,0.0001191739,0.000257681,0.00004810172],"domain_scores_gemma":[0.9965968,0.002111793,0.000589911,0.0001066548,0.0005079362,0.0000870865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003109379,0.0001251901,0.0007464918,0.2801816,0.000733812,0.0002815905,0.0001705643,0.0004291141,0.004381245,0.00267265,0.03607186,0.6738949],"study_design_scores_gemma":[0.00004993334,0.00065468,0.005072619,0.09269594,0.002937782,0.002419455,0.0002015483,0.0003292742,0.003054732,0.002627558,0.8898594,0.00009705926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001967105,0.9982846,0.0003273068,0.0002991321,0.000173634,0.00002256729,0.0001437434,0.00001400907,0.0005381903],"genre_scores_gemma":[0.00107135,0.997534,0.0005172461,0.000315761,0.0002005603,0.00004160387,0.0001550371,0.000005300796,0.0001590474],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005499679,"threshold_uncertainty_score":0.0147016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09270607565731433,"score_gpt":0.3515641568128131,"score_spread":0.2588580811554988,"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."}}