{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003882809,0.000330199,0.0003583909,0.0002376828,0.00008287311,0.0002683098,0.000303206,0.0004283575,0.0007265626],"category_scores_gemma":[0.0006319489,0.0001516161,0.0002983923,0.000132958,0.0003498784,0.0005277331,0.0002209672,0.0006378927,0.0001342824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002721087,"about_ca_system_score_gemma":0.0001476954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003265074,"about_ca_topic_score_gemma":0.0003660858,"domain_scores_codex":[0.9997526,0.00004804038,0.00002439372,0.00006180237,0.00005651856,0.00005668227],"domain_scores_gemma":[0.9993506,0.0002006438,0.0002361708,0.00007917592,0.00005436764,0.00007914881],"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":[0.0008809477,0.00009327877,0.001728688,0.00005581512,0.00001282449,0.00005090833,0.00003289077,0.0001819452,0.99312,0.00004920633,0.00001282103,0.003780726],"study_design_scores_gemma":[0.00002076944,0.004679918,0.05559307,0.00002135535,0.00005134121,0.0003217988,0.0001070107,0.002522382,0.9358865,0.0001081132,0.0006704402,0.00001743289],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957319,0.001088771,0.002797326,0.00005608768,0.00001555376,0.00001758778,0.00007277221,0.00003913065,0.0001809414],"genre_scores_gemma":[0.9974865,0.000573396,0.00119593,0.00003730979,0.00001232096,0.00002931981,0.0001647982,0.00001069726,0.0004898406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007265626,"threshold_uncertainty_score":0.002430558,"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."}}