{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001111561,0.0005453346,0.0003765559,0.0004329444,0.0005324198,0.001001313,0.001361746,0.001209026,0.02279602],"category_scores_gemma":[0.001153888,0.0002146746,0.0002717978,0.0002470872,0.0002042298,0.0009641856,0.001018997,0.0006025829,0.009621572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006495982,"about_ca_system_score_gemma":0.001070681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004116782,"about_ca_topic_score_gemma":0.006274845,"domain_scores_codex":[0.9991987,0.00008841803,0.00007021154,0.00009952907,0.0004705244,0.00007264203],"domain_scores_gemma":[0.9996328,0.00004602567,0.00002735668,0.00003301668,0.0001727817,0.00008789454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001421047,0.0005783222,0.007778611,0.0008638355,0.00005605954,0.0008990272,0.0004089522,0.001153807,0.184486,0.005476722,0.4171908,0.3796867],"study_design_scores_gemma":[0.0006483998,0.002029081,0.02234661,0.000306395,0.0001278989,0.00413827,0.0002200157,0.02992715,0.1183997,0.001212525,0.8203616,0.0002822985],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1374751,0.004434679,0.4528689,0.009413772,0.002793433,0.006816804,0.01330864,0.1129474,0.2599413],"genre_scores_gemma":[0.4273043,0.003056472,0.2755954,0.006580569,0.001097121,0.003342166,0.03601936,0.005686433,0.2413181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02279602,"threshold_uncertainty_score":0.07626033,"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."}}