{"id":"W2417291635","doi":"","title":"Southmedic OxyMask(TM) compared with the Hudson RCI(®) Non-Rebreather Mask(TM): Safety and performance comparison.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tidal volume; Exhalation; Fraction of inspired oxygen; Volumetric flow rate; Ventilation (architecture); Medicine; Environmental science; Simulation; Anesthesia; Computer science; Respiratory system; Engineering; Mechanical ventilation; Internal medicine; Mechanical engineering; Mechanics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004445802,0.0001699338,0.0003234268,0.00006987018,0.0001885138,0.00002612815,0.00006857353,0.00007280381,0.0001044517],"category_scores_gemma":[0.00002844935,0.00007844328,0.00005355273,0.0001413003,0.000161947,0.0001286508,0.0000283733,0.0001473182,0.00004874017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006163242,"about_ca_system_score_gemma":0.00003010412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002541823,"about_ca_topic_score_gemma":0.00003059252,"domain_scores_codex":[0.9988239,0.00004043517,0.0002502933,0.0002420854,0.0002873733,0.0003558428],"domain_scores_gemma":[0.9992585,0.00008798805,0.0001345593,0.0002809686,0.00008788171,0.0001501212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002829908,0.0001397128,0.5934832,0.00006911384,0.0001960203,0.000006956677,0.0008067405,0.00001515344,0.0001245014,0.00007993176,0.00222139,0.4000274],"study_design_scores_gemma":[0.004915282,0.00012657,0.9602408,0.00005953422,0.0001406482,0.00006943831,0.000158804,0.002802015,0.0002455781,0.000005660125,0.03110094,0.0001346772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674379,0.0002075668,0.01275479,0.006322328,0.0002541114,0.00147096,0.000009861992,0.0001135711,0.01142897],"genre_scores_gemma":[0.9924121,0.0000398293,0.00004340039,0.000416827,0.0003151321,0.0003391562,0.000008986418,0.00002222155,0.006402289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3998927,"threshold_uncertainty_score":0.3198824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01555317894652921,"score_gpt":0.2170410569338586,"score_spread":0.2014878779873294,"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."}}