{"id":"W3038397677","doi":"10.1016/j.transproceed.2020.05.007","title":"A Low-Cost Perfusate Alternative for Ex Vivo Lung Perfusion","year":2020,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Biodiversity Monitoring Institute; Canadian VIGOUR Centre; University of Alberta","funders":"University Hospital Foundation; Canadian Institutes of Health Research; Canadian Donation and Transplantation Research Program","keywords":"Ex vivo; Medicine; Perfusion; In vivo; Lung; Oxygenation; Albumin; Edema; Anesthesia; Pharmacology; Internal medicine; Biology","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":[0.0009116786,0.0004477334,0.0004836491,0.0006341131,0.0003863485,0.001511693,0.0005930538,0.0007441286,0.004251399],"category_scores_gemma":[0.0006103308,0.000150135,0.0004042273,0.0004035065,0.0003743542,0.001120363,0.000733927,0.0009714053,0.0012779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002622163,"about_ca_system_score_gemma":0.0005111319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002314996,"about_ca_topic_score_gemma":0.000427044,"domain_scores_codex":[0.9994878,0.0001521807,0.00002858908,0.00008325505,0.0001927914,0.00005546337],"domain_scores_gemma":[0.9996953,0.00006945467,0.00006447466,0.00003207363,0.0000756234,0.00006309756],"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":[0.001324533,0.0003181355,0.001491497,0.0005414792,0.00004549038,0.0005087549,0.00008015433,0.0003578823,0.9261022,0.001509193,0.001458885,0.06626166],"study_design_scores_gemma":[0.0002049949,0.005139923,0.007900129,0.0002671481,0.0003051957,0.006208569,0.0003464672,0.006986372,0.9196609,0.002082182,0.05077782,0.0001202641],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7239984,0.02952053,0.2226154,0.003383454,0.001896389,0.0007121609,0.001149279,0.001410351,0.01531397],"genre_scores_gemma":[0.8733495,0.00899325,0.1040091,0.001490056,0.0006509751,0.0004930489,0.001537557,0.0003081302,0.009168278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004251399,"threshold_uncertainty_score":0.01422232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03880931909913777,"score_gpt":0.3259404826294187,"score_spread":0.287131163530281,"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."}}