{"id":"W4401123293","doi":"10.1111/tid.14348","title":"Impact of machine perfusion on transplant infectious diseases: New challenges and opportunities","year":2024,"lang":"en","type":"review","venue":"Transplant Infectious Disease","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Machine perfusion; Medicine; Ex vivo; Perfusion; Transplantation; Cold storage; Organ transplantation; In vivo; Intensive care medicine; Surgery; Internal medicine; Biology; 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":[0.0009899824,0.0005861195,0.001224733,0.002042979,0.0002249631,0.00122964,0.0005904931,0.000971143,0.003271405],"category_scores_gemma":[0.001600128,0.0002085277,0.0009833238,0.001759829,0.0004354705,0.001332694,0.0005509437,0.001270683,0.0007040456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005153295,"about_ca_system_score_gemma":0.001715857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049689,"about_ca_topic_score_gemma":0.001861089,"domain_scores_codex":[0.9996567,0.00008306393,0.00006330305,0.00004640401,0.0001208979,0.00002966414],"domain_scores_gemma":[0.9988839,0.0007344737,0.0001310153,0.00002442674,0.0001944293,0.00003178246],"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":[0.0000664157,0.00006116155,0.0002825011,0.04584632,0.0001718064,0.000149633,0.00008863854,0.000416188,0.001429372,0.003810306,0.01276867,0.9349089],"study_design_scores_gemma":[0.00002038292,0.0002354782,0.001923669,0.02501606,0.0005042425,0.001558249,0.0001648042,0.0002075686,0.0009760795,0.003130197,0.9662305,0.00003271189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001294704,0.9989523,0.0000850837,0.0002363551,0.0001052203,0.000003010389,0.00001189856,0.000003762531,0.0004730216],"genre_scores_gemma":[0.0007157694,0.9988033,0.0001223267,0.0001215645,0.00008055391,0.000003663703,0.00001352336,9.641893e-7,0.0001383077],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003271405,"threshold_uncertainty_score":0.01094395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05583735409148292,"score_gpt":0.3426997449276069,"score_spread":0.286862390836124,"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."}}