{"id":"W3101722601","doi":"10.1109/ojemb.2020.3036742","title":"The COSMIC Bubble Helmet: A Non-Invasive Positive Pressure Ventilation System for COVID-19","year":2020,"lang":"en","type":"article","venue":"IEEE Open Journal of Engineering in Medicine and Biology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbotsford Veterinary Clinic; Fraser Health; BC Research (Canada); Vancouver General Hospital; University of British Columbia; Surrey Memorial Hospital; University of Victoria; McGill University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Aerosolization; Acute respiratory distress; Cabin pressurization; Personal protective equipment; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mechanical ventilation; COSMIC cancer database; Ventilation (architecture); Continuous positive airway pressure; Materials science; Medicine; Anesthesia; Mechanical engineering; Engineering; Lung; Physics; Composite material; Inhalation; Internal medicine; Astrophysics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007180258,0.00009956447,0.00040832,0.00008242689,0.0000519771,0.0000122813,0.0001469449,0.00007446088,0.000005972276],"category_scores_gemma":[0.0005287427,0.00005764499,0.00004445286,0.0001085206,0.00004007193,0.0000569543,0.00002324296,0.0001744272,5.604757e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003398264,"about_ca_system_score_gemma":0.0001851744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001655124,"about_ca_topic_score_gemma":0.000003938555,"domain_scores_codex":[0.9992548,0.00003023841,0.000381663,0.0001153063,0.0000694011,0.000148592],"domain_scores_gemma":[0.9991193,0.0002893012,0.0001832483,0.00006796071,0.0001153109,0.0002248509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006986607,0.00008207299,0.01405604,0.002470414,0.001027257,0.0006677302,0.00532294,0.003292267,0.9390301,0.001952022,0.019073,0.006039505],"study_design_scores_gemma":[0.05841318,0.04869464,0.01058781,0.006137021,0.002160886,0.004304707,0.01254021,0.02711188,0.1433165,0.0005198027,0.6852909,0.0009224977],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8303112,0.008236219,0.1293263,0.02598673,0.002403868,0.00323509,0.0000315239,0.00003156092,0.000437525],"genre_scores_gemma":[0.9971623,0.0001710754,0.0005309468,0.001508752,0.0005476758,0.00001643558,0.000006171403,0.00001093717,0.0000457471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7957137,"threshold_uncertainty_score":0.2350694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06511546014781723,"score_gpt":0.3415325691690158,"score_spread":0.2764171090211986,"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."}}