{"id":"W3015078197","doi":"10.1016/j.healun.2020.01.466","title":"Assessment of Donor Lung Aspiration on the Ex Vivo Lung Perfusion (EVLP) Platform","year":2020,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Lung; Lung transplantation; Transplantation; Bronchoalveolar lavage; Bile acid; Liver transplantation; Internal medicine; Gastroenterology","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":[0.001933826,0.0005468801,0.0006475495,0.0006555482,0.0003598325,0.00191038,0.0006171489,0.0009617364,0.001976256],"category_scores_gemma":[0.002323857,0.0002222042,0.0003628127,0.0003622106,0.0006384343,0.001018914,0.001139235,0.0009421859,0.000661946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003782796,"about_ca_system_score_gemma":0.0009658824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009930332,"about_ca_topic_score_gemma":0.0008588217,"domain_scores_codex":[0.9983267,0.0003393134,0.00008195604,0.0002448487,0.0008491928,0.000157933],"domain_scores_gemma":[0.9986289,0.0004238333,0.000240933,0.0001106977,0.0004331921,0.0001624474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0027089,0.0003973766,0.03729622,0.000848512,0.0001551336,0.001097408,0.0005226711,0.001580311,0.8610145,0.0009083087,0.001132982,0.09233765],"study_design_scores_gemma":[0.0001103855,0.006712851,0.1184697,0.0002527628,0.000648644,0.004003011,0.001241438,0.03975141,0.8157749,0.001335464,0.01151721,0.0001821723],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8525419,0.009352086,0.1271274,0.0004194681,0.0003623808,0.000671042,0.001160521,0.000832924,0.007532258],"genre_scores_gemma":[0.9689691,0.002029077,0.02539465,0.0003854503,0.000109852,0.000328378,0.0006629055,0.00008580382,0.002034658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001976256,"threshold_uncertainty_score":0.0102272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03701510711771289,"score_gpt":0.3372773333854257,"score_spread":0.3002622262677128,"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."}}