{"id":"W3170860153","doi":"10.3390/cells10061417","title":"Lung Transplantation, Pulmonary Endothelial Inflammation, and Ex-Situ Lung Perfusion: A Review","year":2021,"lang":"en","type":"review","venue":"Cells","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; Translational Research in Oncology; University of Alberta","funders":"","keywords":"Medicine; Lung transplantation; Lung; Economic shortage; Inflammation; Transplantation; Pathophysiology; Reperfusion injury; Internal medicine; Ischemia","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":[0.0005655715,0.0005091923,0.002261243,0.0001714559,0.0001152326,0.00007701477,0.0001307097,0.0003083217,0.0006933893],"category_scores_gemma":[0.0000414845,0.0003984474,0.0005556024,0.0003560333,0.00006231984,0.0002107297,0.00002371918,0.0004538787,0.00005399828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006851543,"about_ca_system_score_gemma":0.0004190262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005548153,"about_ca_topic_score_gemma":0.000002741611,"domain_scores_codex":[0.9972785,0.0004314024,0.001039022,0.0005884902,0.0003794528,0.0002832042],"domain_scores_gemma":[0.9984014,0.0004831072,0.0003123644,0.0004372494,0.0001537096,0.0002121848],"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":[0.00001070956,0.00002251201,0.00001538733,0.2892278,0.0001244515,0.0006841215,0.0002023879,8.161634e-8,0.0001024654,0.0000739605,0.000673917,0.7088622],"study_design_scores_gemma":[0.0003940644,0.00001853876,0.00002988418,0.1971309,0.006897916,0.00195638,0.00002519311,0.000005560642,0.0001557792,0.000005393657,0.7930338,0.0003465649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001145351,0.9948599,0.0007276799,0.0003350269,0.000648044,0.001781124,0.0001021079,0.00006492574,0.001469767],"genre_scores_gemma":[0.000001392158,0.9917614,0.003236737,0.0003777755,0.0006360994,0.0001095153,0.001418564,0.00007309748,0.002385438],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7923599,"threshold_uncertainty_score":0.9998468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091533709418962,"score_gpt":0.3499460817672395,"score_spread":0.3190307446730499,"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."}}