{"id":"W2112923674","doi":"10.1113/ep085205","title":"Gas density alters expiratory time constants before and after experimental lung injury","year":2015,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Interior Health; Vancouver Coastal Health; University of British Columbia, Okanagan Campus; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"Sandoz; University of British Columbia; Zoetis","keywords":"Sulfur hexafluoride; Expiration; Chemistry; Lung; Anesthesia; Ventilation (architecture); Helium; Respiratory system; Medicine; Internal medicine; Thermodynamics; Organic chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009636853,0.0002825851,0.000450208,0.00008404191,0.00007067823,0.00001366418,0.00007626211,0.0001522609,0.000699956],"category_scores_gemma":[0.000009392003,0.0002496093,0.00008683309,0.00006219363,0.000334188,0.0001693052,0.0001825754,0.0001520928,0.0002158612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001609457,"about_ca_system_score_gemma":0.0001152975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000011142,"about_ca_topic_score_gemma":9.758319e-7,"domain_scores_codex":[0.9985952,0.0000729675,0.0002634482,0.0004734318,0.0002058829,0.0003890888],"domain_scores_gemma":[0.9990929,0.000009068581,0.0000736611,0.000312612,0.00004554728,0.0004662459],"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":[0.001274885,0.0002932913,0.002198821,0.0000114602,0.00005552675,0.0001202171,0.001597144,5.854666e-8,0.9899762,0.00009766853,0.004077191,0.0002975938],"study_design_scores_gemma":[0.002510033,0.002424431,0.005907684,0.00003092817,0.00002892878,0.0001205664,0.003251072,0.00006386297,0.9820605,0.0001065591,0.003212382,0.0002830516],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956995,0.002193713,0.000004502087,0.00004001196,0.0004380806,0.0004107242,0.0000115361,0.0000877756,0.001114156],"genre_scores_gemma":[0.9966151,0.000004477603,0.0002725167,0.00235013,0.0002721533,0.000089806,0.00003794163,0.00003827108,0.0003196198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007915643,"threshold_uncertainty_score":0.9999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01456196379611675,"score_gpt":0.2919278576200266,"score_spread":0.2773658938239099,"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."}}