{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000331139,0.0001939663,0.0003725686,0.00008162056,0.0002912648,0.00004389343,0.0003159823,0.0003328862,0.0000879018],"category_scores_gemma":[0.0001595445,0.0001592904,0.0001408494,0.0003828173,0.0001436331,0.0002702188,0.0000432474,0.001082687,0.000006912332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003155257,"about_ca_system_score_gemma":0.0001303905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002959205,"about_ca_topic_score_gemma":0.0001158262,"domain_scores_codex":[0.9983335,0.0004190716,0.0004687381,0.0003229367,0.0002854562,0.0001702765],"domain_scores_gemma":[0.998103,0.0005008578,0.0001977971,0.0007244637,0.0002932051,0.0001807328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01693019,0.002608103,0.6828764,0.003104521,0.001932885,0.0001752354,0.04478875,0.00041727,0.1981636,0.01190283,0.004599229,0.03250105],"study_design_scores_gemma":[0.005379612,0.0003704024,0.9409919,0.0005327179,0.002781061,0.0001270576,0.000570568,0.03448936,0.004816134,0.00008610954,0.009455463,0.000399558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8343328,0.009549725,0.1145527,0.03186736,0.0006014001,0.003300434,0.000450045,0.0005963529,0.004749223],"genre_scores_gemma":[0.8027505,0.001098936,0.1939966,0.001331554,0.0001506281,0.00001473581,0.0005786982,0.00002762469,0.00005074685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2581156,"threshold_uncertainty_score":0.6495673,"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."}}