{"id":"W3103109228","doi":"10.1038/s41467-020-19581-4","title":"Clinical transplantation using negative pressure ventilation ex situ lung perfusion with extended criteria donor lungs","year":2020,"lang":"en","type":"article","venue":"Nature Communications","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Biodiversity Monitoring Institute; Northern Alberta Institute of Technology; Canadian VIGOUR Centre; Translational Research in Oncology; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Extracorporeal membrane oxygenation; Lung transplantation; Ex vivo; Lung; Perfusion; Ventilation (architecture); Transplantation; Mechanical ventilation; Anesthesia; Cardiology; Surgery; Internal medicine; In vivo; 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":[0.003225442,0.0005403939,0.001024446,0.0002047553,0.000318478,0.00114133,0.0004923173,0.000802735,0.003217206],"category_scores_gemma":[0.001249712,0.0001520707,0.0007309302,0.0002936076,0.00095142,0.0007424204,0.0005773638,0.00153122,0.0003669698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003475134,"about_ca_system_score_gemma":0.0008809105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001324725,"about_ca_topic_score_gemma":0.0002227292,"domain_scores_codex":[0.9988236,0.0006294903,0.0001037523,0.0001571001,0.0001749579,0.0001111652],"domain_scores_gemma":[0.9990816,0.0001848057,0.0002351484,0.0001912016,0.00008088817,0.0002264497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.3221516,0.05176487,0.01130007,0.003088774,0.0009160691,0.0009739037,0.0003699422,0.003435533,0.2432464,0.002847497,0.003793001,0.3561124],"study_design_scores_gemma":[0.04742053,0.8388372,0.02570501,0.0005261129,0.0005773074,0.002195766,0.0001624618,0.002946757,0.06050745,0.001275396,0.01977471,0.0000712973],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752841,0.005449955,0.01008956,0.00050009,0.0003930196,0.003242843,0.0003074748,0.0001021023,0.004630918],"genre_scores_gemma":[0.9878044,0.001853518,0.004715954,0.0005902683,0.0002756842,0.002909655,0.0005420782,0.0000221892,0.001286295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003225442,"threshold_uncertainty_score":0.01705801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06804728509015297,"score_gpt":0.4273605090953013,"score_spread":0.3593132240051483,"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."}}