{"id":"W3083047922","doi":"10.1016/j.jbiomech.2020.110022","title":"The influence of flowrate and gas density on positive airway pressure for high flow nasal cannula applied to infant airway replicas","year":2020,"lang":"en","type":"article","venue":"Journal of Biomechanics","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Lung Association, Alberta and NWT","keywords":"Airway; Heliox; Tidal volume; Anesthesia; Medicine; Continuous positive airway pressure; Lung volumes; Cannula; Work of breathing; Volume (thermodynamics); Functional residual capacity; Lung; Mechanical ventilation; Surgery; Respiratory system; Internal medicine; Thermodynamics; Physics","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":[0.0006041005,0.0001932771,0.0002060341,0.0001944184,0.0002142666,0.0003185378,0.0002876541,0.0002954353,0.001420919],"category_scores_gemma":[0.002579036,0.0001945557,0.0002689217,0.0001252423,0.0003383878,0.0003609567,0.0001951236,0.0003060472,0.0001561356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001289374,"about_ca_system_score_gemma":0.0002373418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004044543,"about_ca_topic_score_gemma":0.0005729484,"domain_scores_codex":[0.9996971,0.0001094805,0.0000230124,0.00003026192,0.0000982971,0.00004185048],"domain_scores_gemma":[0.9985403,0.0009263698,0.000159092,0.00005430081,0.0002460864,0.00007383946],"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":[0.005120252,0.0002068182,0.005618399,0.0004318172,0.00002474611,0.0005286371,0.0006035519,0.001263494,0.9604146,0.0002135466,0.0002385023,0.02533568],"study_design_scores_gemma":[0.0001203873,0.009131402,0.08263679,0.0001273092,0.0002120029,0.0008677317,0.0008664239,0.0125771,0.8896724,0.0001351668,0.003589438,0.00006395327],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963238,0.001083294,0.00181581,0.00004763902,0.00005353839,0.00002563477,0.00003624946,0.00001848959,0.0005955306],"genre_scores_gemma":[0.9984183,0.0003378101,0.0008933616,0.00002252893,0.00002194531,0.00001384966,0.00001729314,0.000007603939,0.0002673381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001420919,"threshold_uncertainty_score":0.004753411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008783031407887451,"score_gpt":0.2398339669094392,"score_spread":0.2310509355015518,"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."}}