{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001917818,0.0002379329,0.0003458671,0.0001004794,0.0001383585,0.00004973964,0.0001058115,0.0001024196,0.0002213622],"category_scores_gemma":[0.00004727294,0.0002089743,0.0001689373,0.0002368984,0.00004407007,0.0003012599,0.000004878508,0.0001820732,0.00002814875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003961294,"about_ca_system_score_gemma":0.00005479054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001194131,"about_ca_topic_score_gemma":0.000002004657,"domain_scores_codex":[0.9985694,0.00001132621,0.000373184,0.0004298642,0.0003234348,0.000292799],"domain_scores_gemma":[0.9992056,0.0001118029,0.0001141467,0.00005354889,0.0002620934,0.0002528066],"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":[0.01803764,0.000371858,0.0577058,0.01394364,0.0003008865,0.000163511,0.08687925,0.00007003197,0.7875428,0.01171582,0.00274202,0.02052678],"study_design_scores_gemma":[0.01947219,0.001462159,0.04094947,0.001226846,0.001793464,0.0003392199,0.001972505,0.02341424,0.9009023,0.0004791843,0.007026217,0.0009621548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8928092,0.00005982301,0.09501395,0.005823575,0.0002534574,0.002081392,0.0002303656,0.0002760548,0.003452232],"genre_scores_gemma":[0.9742107,0.0006721653,0.02082949,0.003092153,0.0004485206,0.0001413557,0.000167068,0.00005471792,0.0003838221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1133596,"threshold_uncertainty_score":0.8521726,"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."}}