{"id":"W2749593870","doi":"10.2147/copd.s141976","title":"Comparison of pulsed versus continuous oxygen delivery using realistic adult nasal airway replicas","year":2017,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Airway; Oxygen delivery; Anesthesia; Oxygen","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002605715,0.0001066613,0.0004142449,0.0001492038,0.00006881042,0.00005135608,0.0004092219,0.00007724969,0.0001772491],"category_scores_gemma":[0.0006678063,0.00009172977,0.0001915348,0.00002272703,0.00008152959,0.0001892428,0.00006219889,0.0002011259,0.000008463365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001067488,"about_ca_system_score_gemma":0.0003082559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008296326,"about_ca_topic_score_gemma":0.00001707031,"domain_scores_codex":[0.9983661,0.00002492317,0.0006742553,0.000113209,0.0006956435,0.0001259339],"domain_scores_gemma":[0.9965457,0.00006675366,0.001222064,0.0002794019,0.001752801,0.0001332579],"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":[0.03176381,0.001534823,0.2024247,0.0001463106,0.003456515,0.003925164,0.00135893,0.0003847971,0.657855,0.004284555,0.01685545,0.07600997],"study_design_scores_gemma":[0.05950824,0.009938862,0.07647286,0.003560684,0.002050441,0.003413358,0.002889617,0.02109809,0.7677965,0.001294964,0.05092064,0.001055761],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908618,0.0001513078,0.001783985,0.0005838599,0.002477894,0.00009251107,0.00001531147,0.0000068952,0.004026441],"genre_scores_gemma":[0.9972802,0.00002496152,0.001585027,0.0001787086,0.0006708763,6.94902e-7,0.000007095154,0.00001470184,0.0002376671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1259518,"threshold_uncertainty_score":0.3740631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08592744288217512,"score_gpt":0.4171589323364383,"score_spread":0.3312314894542632,"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."}}