{"id":"W3193813771","doi":"10.1053/j.optechstcvs.2015.03.001","title":"Ex Vivo Lung Perfusion","year":2014,"lang":"en","type":"article","venue":"Operative Techniques in Thoracic and Cardiovascular Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Lung transplantation; Lung; Transplantation; Economic shortage; Ex vivo; Intensive care medicine; Surgery; In vivo; Internal medicine","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":[0.0009188417,0.0004462345,0.0003547477,0.0002387369,0.0004038053,0.0007866721,0.0006235443,0.0008694179,0.006900805],"category_scores_gemma":[0.0003865728,0.0002504947,0.0003935593,0.0003066255,0.0006659069,0.0009688146,0.0004811122,0.001604198,0.0009346174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003500461,"about_ca_system_score_gemma":0.0004948383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007655257,"about_ca_topic_score_gemma":0.0007589618,"domain_scores_codex":[0.9993875,0.0001125278,0.00003308074,0.0001886769,0.0001531074,0.0001251042],"domain_scores_gemma":[0.9996533,0.0001210379,0.00005999026,0.00007940569,0.00004062366,0.00004559637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001704307,0.0005134954,0.001525774,0.0001649963,0.00003399127,0.0002338859,0.0001068061,0.0006647212,0.9824545,0.001151287,0.0006214817,0.01082483],"study_design_scores_gemma":[0.000291518,0.004630954,0.01548994,0.00005572065,0.0001603156,0.001546291,0.0002349402,0.007835523,0.957111,0.001008325,0.01159032,0.00004523676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9059723,0.006367791,0.06883005,0.0006098844,0.0005234146,0.000504204,0.002133663,0.0003526503,0.01470596],"genre_scores_gemma":[0.9723524,0.002451947,0.01369846,0.000383428,0.000186427,0.0004794939,0.002306811,0.00006874511,0.008072358],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006900805,"threshold_uncertainty_score":0.02308553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197721499976945,"score_gpt":0.3337115451958663,"score_spread":0.3139393951981718,"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."}}