{"id":"W4393217697","doi":"10.4187/respcare.11094","title":"An Individual Barrier Enclosure Actively Removing Aerosols for Airborne Isolation: A Vacuum Tent","year":2024,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; McMaster University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Aerosolization; Medicine; Nasal cannula; Suction; Aerosol; Anesthesia; Respirator; Cannula; Breathing; Biomedical engineering; Surgery; Inhalation; Materials science; Chemistry; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005929348,0.0005294214,0.0005156423,0.0003610426,0.0002483215,0.0004038671,0.0007200378,0.0005291591,0.001122706],"category_scores_gemma":[0.001038683,0.0002458974,0.0004738308,0.0001172749,0.0003073695,0.0004666443,0.0005256968,0.0002582272,0.0002118797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001323781,"about_ca_system_score_gemma":0.0002275056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001287885,"about_ca_topic_score_gemma":0.0001596823,"domain_scores_codex":[0.9996026,0.0001090891,0.00003957365,0.00006479759,0.0001344645,0.00004953603],"domain_scores_gemma":[0.9993531,0.0001787745,0.0001948841,0.00008857239,0.00008083048,0.0001038956],"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":[0.001837448,0.001015529,0.009173706,0.0007372544,0.0001176653,0.0005841944,0.000224533,0.0008638256,0.9254854,0.0001759421,0.0006169604,0.05916746],"study_design_scores_gemma":[0.0008138922,0.08222239,0.1177472,0.0003106296,0.001240685,0.01490904,0.000515189,0.01703199,0.739567,0.0003935686,0.02505509,0.000193241],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832597,0.001673153,0.01411805,0.00009068946,0.00008186393,0.0001316913,0.00007025122,0.0002280503,0.0003466286],"genre_scores_gemma":[0.9710628,0.0006702926,0.02705823,0.0001194301,0.00005431947,0.0001258132,0.0001081729,0.00003281347,0.0007682199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001122706,"threshold_uncertainty_score":0.003755867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02976757015497437,"score_gpt":0.3231454359153978,"score_spread":0.2933778657604234,"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."}}