{"id":"W2973173052","doi":"10.1016/j.jtcvs.2019.06.123","title":"Normothermic ex vivo lung perfusion: Does the indication impact organ utilization and patient outcomes after transplantation?","year":2019,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Ex vivo; Lung transplantation; Medicine; Perfusion; Lung; Transplantation; Organ transplantation; Intensive care medicine; Cardiology; In vivo; Internal medicine; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008374464,0.0002540379,0.0009996069,0.0003214016,0.0002476684,0.00283681,0.0006144667,0.0009036194,0.001854071],"category_scores_gemma":[0.01021431,0.0001614057,0.000720232,0.0006947333,0.001119681,0.001771444,0.0005504267,0.00143004,0.0003273327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006119378,"about_ca_system_score_gemma":0.001015298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003908858,"about_ca_topic_score_gemma":0.000948582,"domain_scores_codex":[0.997209,0.001557936,0.0003139511,0.0002235699,0.0004905677,0.0002049317],"domain_scores_gemma":[0.991928,0.003514765,0.003050812,0.0005675354,0.0004924432,0.0004464305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03437367,0.002707462,0.7405574,0.001342656,0.001577849,0.0003165011,0.000661529,0.001151156,0.009313426,0.003879942,0.0035398,0.2005786],"study_design_scores_gemma":[0.00103757,0.01463047,0.952222,0.001415559,0.002034666,0.001511546,0.001814507,0.004339198,0.005992481,0.004840321,0.01001939,0.0001422676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625496,0.02282532,0.004246074,0.005297474,0.0007205185,0.00008027658,0.0004452411,0.00001980902,0.003815751],"genre_scores_gemma":[0.9914289,0.004421272,0.001743215,0.001042074,0.0007403439,0.00007372536,0.0003003172,0.0000173753,0.0002327598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008374464,"threshold_uncertainty_score":0.04428893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193295237688143,"score_gpt":0.2997834384738082,"score_spread":0.2878504860969268,"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."}}