{"id":"W2774933625","doi":"10.1053/j.jvca.2017.12.019","title":"Lung in a Box: Ex Vivo Lung Transplantation","year":2017,"lang":"en","type":"article","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Lung; Lung transplantation; Ex vivo; Transplantation; Scopus; Intensive care medicine; Surgery; In vivo; Internal medicine; MEDLINE","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":[0.0030279,0.0006033521,0.0008779475,0.0004963294,0.0005470237,0.001304894,0.0008077822,0.001427795,0.007615943],"category_scores_gemma":[0.0009674449,0.000287636,0.0008484057,0.000346681,0.001355967,0.001706969,0.000760775,0.002389898,0.001049026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002575107,"about_ca_system_score_gemma":0.0003827187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001512195,"about_ca_topic_score_gemma":0.000250077,"domain_scores_codex":[0.9988711,0.0003895551,0.000097425,0.0002304929,0.0002352087,0.0001761524],"domain_scores_gemma":[0.9988635,0.0003401053,0.0001951826,0.0003242264,0.00005662457,0.0002203592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02427313,0.02476034,0.00958337,0.001015397,0.0003721286,0.001766491,0.0006997746,0.003155411,0.8629712,0.006509834,0.003830571,0.06106241],"study_design_scores_gemma":[0.003161713,0.08744348,0.0257907,0.0003498356,0.000917989,0.0104163,0.001260543,0.01688915,0.8286613,0.005257908,0.01965148,0.0001995799],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580497,0.002881362,0.03218725,0.000758169,0.001011706,0.0004960013,0.000656592,0.0003372601,0.003622166],"genre_scores_gemma":[0.9797279,0.001335512,0.01345856,0.0006189513,0.0003476144,0.0005168766,0.0009250244,0.00007899784,0.002990567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007615943,"threshold_uncertainty_score":0.02547789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543363556838945,"score_gpt":0.3347241653368415,"score_spread":0.3192905297684521,"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."}}