{"id":"W2886402468","doi":"10.1097/mot.0000000000000567","title":"Advances in machine perfusion, organ preservation, and cryobiology: potential impact on vascularized composite allotransplantation","year":2018,"lang":"en","type":"review","venue":"Current Opinion in Organ Transplantation","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Natural Sciences and Engineering Research Council of Canada","keywords":"Machine perfusion; Cryobiology; Computer science; Cryoprotectant; Cryopreservation; Transplantation; Biomedical engineering; Medicine; Surgery; Biology; Cell biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000789653,0.0006534677,0.001033474,0.002195527,0.0002518832,0.001112547,0.0006630648,0.001057569,0.004348163],"category_scores_gemma":[0.001130033,0.0002106031,0.000535968,0.001863101,0.0005281742,0.001683604,0.0007159564,0.001491443,0.001510853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004788148,"about_ca_system_score_gemma":0.001168075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006837721,"about_ca_topic_score_gemma":0.000922348,"domain_scores_codex":[0.9997479,0.0000406869,0.00003913851,0.00005277327,0.0000955872,0.00002394603],"domain_scores_gemma":[0.9993014,0.0003627663,0.0001000512,0.00002037821,0.0001706009,0.00004471317],"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":[0.00005603939,0.00005270019,0.0002266264,0.02791529,0.00008053712,0.0002495693,0.00009883369,0.000461459,0.003279757,0.005086795,0.0209305,0.9415618],"study_design_scores_gemma":[0.000009274392,0.0001045437,0.0008957015,0.005704037,0.0001308839,0.001779932,0.0001047863,0.0001201219,0.001382633,0.002246408,0.9874976,0.0000240704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001317275,0.9984363,0.0001960537,0.0002614243,0.0002796524,0.000002919387,0.00001089126,0.000006402541,0.0006745704],"genre_scores_gemma":[0.0007232653,0.9983763,0.0002094474,0.0001505479,0.0002497541,0.000003935357,0.00001693076,0.000001977015,0.0002677774],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004348163,"threshold_uncertainty_score":0.01454604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05282841876811085,"score_gpt":0.419564668049113,"score_spread":0.3667362492810021,"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."}}