{"id":"W4389096612","doi":"10.1016/j.jhlto.2023.100027","title":"Ex vivo lung perfusion moderates gene expression differences between cardiac death and brain death donor lungs","year":2023,"lang":"en","type":"article","venue":"JHLT Open","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"Ontario Genomics; Genome Canada","keywords":"Medicine; Ex vivo; Lung; Cytokine; Inflammation; Proinflammatory cytokine; Perfusion; Organ donation; Immunology; In vivo; Cardiology; Internal medicine; Transplantation; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003790182,0.0001875153,0.0003862508,0.0002205195,0.0001341,0.0005165405,0.0001277548,0.0002416858,0.002300398],"category_scores_gemma":[0.0003393636,0.0001382123,0.0002607623,0.0001336107,0.0003688935,0.0002838062,0.0003030676,0.0006582528,0.0003144724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001496792,"about_ca_system_score_gemma":0.0001597997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009271888,"about_ca_topic_score_gemma":0.0002320083,"domain_scores_codex":[0.9996566,0.00005820643,0.00002701084,0.0001118311,0.00007261219,0.00007374104],"domain_scores_gemma":[0.9997773,0.00005871761,0.00006025642,0.00002480675,0.00002527972,0.00005369544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001124155,0.0001295415,0.004193776,0.00008878588,0.00001305575,0.00008804347,0.00007339251,0.00004737122,0.9914073,0.00004524281,0.00004745967,0.002741853],"study_design_scores_gemma":[0.00008466945,0.004862702,0.2168438,0.00004686856,0.0001158629,0.001100649,0.0006569599,0.001067918,0.7721324,0.0002113314,0.002857004,0.00001976821],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966613,0.001023821,0.001293386,0.00004603021,0.00002539159,0.00004308184,0.0002837191,0.0000201113,0.0006030602],"genre_scores_gemma":[0.9962172,0.0006310153,0.001204383,0.0000892112,0.00002496961,0.0001569968,0.0007842575,0.00001427608,0.0008777145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002300398,"threshold_uncertainty_score":0.007695615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06879246423996868,"score_gpt":0.3699193935969413,"score_spread":0.3011269293569726,"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."}}