{"id":"W4400688430","doi":"10.1016/j.transproceed.2024.04.027","title":"Normothermic Perfusion is Superior to Cold Perfusion in Porcine Ex Situ Lung Perfusion","year":2024,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Biodiversity Monitoring Institute; Canadian VIGOUR Centre; Translational Research in Oncology; University of Alberta","funders":"","keywords":"Perfusion; Cold storage; Machine perfusion; Lung transplantation; Medicine; Lung; Transplantation; Ventilation (architecture); In situ; Ex vivo; Anesthesia; Cardiology; Surgery; Biology; Chemistry; Internal medicine; In vivo","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005373221,0.0003798006,0.0004841821,0.0007626227,0.0001430322,0.0001227693,0.0001376991,0.0002262136,0.0009546873],"category_scores_gemma":[0.00002160417,0.0003256422,0.0001661241,0.0009778296,0.0000414779,0.0004532308,0.00001512857,0.0004019515,0.0001891746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001758272,"about_ca_system_score_gemma":0.0001248539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001429785,"about_ca_topic_score_gemma":0.00004899324,"domain_scores_codex":[0.9975428,0.00002384239,0.0006366118,0.0007268711,0.000614323,0.0004555593],"domain_scores_gemma":[0.9992843,0.0001018053,0.0000511216,0.0001327879,0.0001656252,0.0002643056],"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":[0.00110817,0.0001002584,0.05161318,0.002441047,0.00001700765,0.0002256256,0.03152768,0.000006551963,0.9030718,0.0008379406,0.000691966,0.008358749],"study_design_scores_gemma":[0.007155439,0.001172947,0.4517413,0.007501748,0.0009372195,0.001324848,0.002720935,0.006901167,0.5110598,0.0001336071,0.008138899,0.001212096],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876127,0.0005633921,0.001806688,0.004801562,0.0003584572,0.001184503,0.00005573926,0.0003229102,0.003293997],"genre_scores_gemma":[0.9871442,0.002181839,0.005677496,0.001808584,0.0002260927,0.00006471246,0.0001074907,0.00008754185,0.002702003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4001281,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575132719293878,"score_gpt":0.307464693133649,"score_spread":0.2917133659407102,"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."}}