{"id":"W4353083563","doi":"10.3389/frtra.2023.1060992","title":"Thoracic organ machine perfusion: A review of concepts with a focus on reconditioning therapies","year":2023,"lang":"en","type":"review","venue":"Frontiers in Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Biodiversity Monitoring Institute; University of Alberta","funders":"","keywords":"Medicine; Organ donation; Transplantation; Perfusion; Machine perfusion; Intensive care medicine; Organ transplantation; Lung; Thoracic cavity; Lung transplantation; Surgery; Cardiology; Internal medicine; Liver transplantation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006285877,0.0004430141,0.002249215,0.0005963037,0.00006292747,0.00001203181,0.000137523,0.0002373061,0.0001178157],"category_scores_gemma":[0.00003296135,0.0003075258,0.0003372561,0.000909448,0.00009429568,0.00009128283,0.000003379389,0.0005083138,0.0000150077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031505,"about_ca_system_score_gemma":0.0002579744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003530293,"about_ca_topic_score_gemma":0.00004474977,"domain_scores_codex":[0.9974421,0.0004614504,0.0009602749,0.000455003,0.0004367685,0.0002443646],"domain_scores_gemma":[0.9988356,0.0003190867,0.0003913731,0.0002978742,0.00007821409,0.00007780678],"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":[0.0003183916,0.00005317991,0.0005140677,0.3238434,0.0003074358,0.000248156,0.0008301258,0.0000016166,0.000001372457,0.00007232859,0.0001430592,0.6736669],"study_design_scores_gemma":[0.002048896,0.0007187857,0.001038735,0.9486223,0.007286868,0.0004591439,0.0002013844,0.0000139728,0.00007624046,0.0001721465,0.03874473,0.0006167599],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004016484,0.9875341,0.009146052,0.0001807568,0.0003794474,0.001791414,0.0004136865,0.00008976143,0.0004245832],"genre_scores_gemma":[0.00003434582,0.976495,0.02052741,0.0001545115,0.0000752484,0.0001970412,0.002214783,0.00009645939,0.0002051445],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6730501,"threshold_uncertainty_score":0.9999377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04971132641495391,"score_gpt":0.3996899267927741,"score_spread":0.3499786003778202,"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."}}