{"id":"W2614149722","doi":"10.1097/01.tp.0000520397.92462.6a","title":"Improved Outcomes with Negative Pressure Ventilation (NPV) during Normothermic Ex Vivo Lung Perfusion","year":2017,"lang":"en","type":"article","venue":"Transplantation","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Medicine; Bronchopleural fistula; Ventilation (architecture); Ex vivo; Lung transplantation; Lung; Anesthesia; Perfusion; Mechanical ventilation; In vivo; Internal medicine; Biology; Pneumonectomy","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":[0.0007556126,0.0003810475,0.0005823711,0.0001799281,0.0001363444,0.0007128705,0.0002866414,0.0003826384,0.001198807],"category_scores_gemma":[0.0005610176,0.00007669222,0.0003149984,0.0001100501,0.0005163709,0.0005916748,0.0003766397,0.0005558872,0.000191214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001975348,"about_ca_system_score_gemma":0.0002588622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001032019,"about_ca_topic_score_gemma":0.0001097858,"domain_scores_codex":[0.99961,0.0001071854,0.00002381325,0.00009526653,0.00009067589,0.00007308532],"domain_scores_gemma":[0.9995586,0.000101621,0.0001771669,0.00006239194,0.00003778521,0.00006237035],"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":[0.007570494,0.0009437923,0.007657044,0.0003888771,0.00008268755,0.0003692031,0.0001136292,0.0006636122,0.9466517,0.0001195316,0.0002251938,0.03521426],"study_design_scores_gemma":[0.0006364162,0.08277201,0.1570092,0.000152033,0.0002987996,0.003976071,0.0003656463,0.006315028,0.7430587,0.0004070388,0.004959179,0.00004989263],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936256,0.001013279,0.00460718,0.00006115789,0.00003670865,0.00006979497,0.00008306946,0.00006349009,0.0004397371],"genre_scores_gemma":[0.9975728,0.0003871033,0.001406928,0.00006656169,0.00002935833,0.00009042882,0.0002180267,0.00001013369,0.0002185727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001198807,"threshold_uncertainty_score":0.004010379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078833367759676,"score_gpt":0.2686065059586006,"score_spread":0.2578181722810038,"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."}}