{"id":"W2167527394","doi":"10.1056/nejmoa1014597","title":"Normothermic Ex Vivo Lung Perfusion in Clinical Lung Transplantation","year":2011,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1093,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"Astellas Pharma; University of Toronto","keywords":"Medicine; Transplantation; Lung transplantation; Lung; Mechanical ventilation; Fraction of inspired oxygen; Perfusion; Anesthesia; Surgery; Cardiology; Internal medicine","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":[0.003848371,0.0003878198,0.0007074553,0.0001945312,0.0001723394,0.0005776318,0.0004086241,0.0006278687,0.001328997],"category_scores_gemma":[0.001967358,0.0001536617,0.0003069458,0.0002539331,0.0009046187,0.0004696377,0.0004783894,0.00102462,0.0001429697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001846238,"about_ca_system_score_gemma":0.0004212607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004345604,"about_ca_topic_score_gemma":0.00006449712,"domain_scores_codex":[0.9981874,0.001386016,0.000112976,0.0001004678,0.0001445674,0.0000686901],"domain_scores_gemma":[0.998626,0.000596794,0.0004439791,0.0001261296,0.00005235068,0.0001547888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2966457,0.03769326,0.05487706,0.004665559,0.0007321773,0.0008821749,0.0003521632,0.008573428,0.1566995,0.002269997,0.001096785,0.4355122],"study_design_scores_gemma":[0.03589783,0.8560178,0.05262029,0.0005552747,0.000624991,0.003138966,0.0001732273,0.003614224,0.0381129,0.001435681,0.007742467,0.00006625625],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98142,0.01320486,0.003522604,0.0002655657,0.0001330056,0.0006287865,0.00004118844,0.00002474992,0.0007592389],"genre_scores_gemma":[0.99252,0.003037257,0.002923784,0.0002400104,0.0001617085,0.0008607514,0.00009041245,0.000005445864,0.0001606968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003848371,"threshold_uncertainty_score":0.02035236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05723449470692504,"score_gpt":0.3711016052412591,"score_spread":0.3138671105343341,"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."}}