{"id":"W2894650892","doi":"10.1016/j.healun.2018.09.019","title":"Assessment of lung edema during ex-vivo lung perfusion by single transpulmonary thermodilution: A preliminary study in humans","year":2018,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Lung; Medicine; Perfusion; Pulmonary edema; Ex vivo; Edema; Transpulmonary pressure; Cardiology; In vivo; Internal medicine; Pathology; Lung volumes; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.001117754,0.0001611856,0.0003932365,0.0001903023,0.0001734027,0.00001265077,0.0000834702,0.00007142145,0.00005870617],"category_scores_gemma":[0.000004743194,0.0001094246,0.00009339875,0.0001702138,0.00009870008,0.0002219992,0.000004961955,0.0002596785,2.48121e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005849279,"about_ca_system_score_gemma":0.00006272401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005374292,"about_ca_topic_score_gemma":0.00004360454,"domain_scores_codex":[0.9982362,0.0003715876,0.0006617902,0.000140055,0.0004114875,0.0001788585],"domain_scores_gemma":[0.9992715,0.0002195292,0.0001937851,0.0001286255,0.0001150703,0.00007149098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004178098,0.0006877788,0.5369018,0.000883902,0.0001114555,0.00007528748,0.01741048,0.00005167417,0.4393308,0.00001748817,0.00006080568,0.00029047],"study_design_scores_gemma":[0.004036534,0.001988757,0.9748297,0.0008480631,0.0009570105,0.0006093219,0.001582626,0.001146743,0.01386097,0.00001669576,0.00001065273,0.0001129585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924623,0.001245545,0.004761901,0.0005625404,0.0001418513,0.000554651,0.00001478873,0.00001114925,0.0002452303],"genre_scores_gemma":[0.9974687,0.0008698732,0.001373881,0.00006772176,0.0001381506,0.000004065795,0.000009882663,0.00001760817,0.00005017516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4379279,"threshold_uncertainty_score":0.4462205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840036047112466,"score_gpt":0.3357537086121813,"score_spread":0.3173533481410567,"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."}}