{"id":"W7133113483","doi":"","title":"In-Vitro High-Throughput Screening of Nutritional Supplements for the Development of a Novel Perfusate for Ex-Vivo Lung Perfusion","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Perfusion; Lung; Lung transplantation; Transplantation; Organ dysfunction; Cell","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":[0.0005907045,0.0005865367,0.000521595,0.0003622546,0.0002051307,0.0007132208,0.0003075736,0.0004721223,0.0008504482],"category_scores_gemma":[0.0004585095,0.0001645993,0.0007352988,0.0003449185,0.0001341108,0.0003474851,0.0003240164,0.0004219866,0.0003632649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000308086,"about_ca_system_score_gemma":0.0004600782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000779681,"about_ca_topic_score_gemma":0.00128739,"domain_scores_codex":[0.9997925,0.00005476707,0.00002141194,0.00004451724,0.00006635852,0.00002033777],"domain_scores_gemma":[0.999845,0.00005566875,0.00003449214,0.00000947949,0.00003948733,0.00001594818],"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":[0.000160347,0.0001770163,0.0007973698,0.0003629263,0.00002607854,0.00007363607,0.00002619935,0.002941814,0.9857159,0.0002449036,0.0001741171,0.009299649],"study_design_scores_gemma":[0.00001693031,0.0008620823,0.001405924,0.00004102141,0.00007056072,0.00006369664,0.00004524265,0.01205884,0.9814341,0.0001527631,0.0038298,0.00001895504],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9005735,0.008105249,0.08337624,0.0004951222,0.0001141567,0.0004058472,0.00276401,0.0003522719,0.003813649],"genre_scores_gemma":[0.8833351,0.008448428,0.100129,0.0001866798,0.00003737654,0.000538612,0.003009646,0.00007672278,0.00423855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008504482,"threshold_uncertainty_score":0.003123999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07842534878498073,"score_gpt":0.4294498246111478,"score_spread":0.3510244758261671,"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."}}