{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002624531,0.0001487725,0.0001897602,0.0001580736,0.0001795205,0.0001015645,0.00005414453,0.0001604037,0.0001536936],"category_scores_gemma":[0.00007079879,0.0001310471,0.0001723733,0.0001862771,0.00002268739,0.0003010897,0.00001526621,0.0001938146,0.00002724148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001664977,"about_ca_system_score_gemma":0.0003154141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003551636,"about_ca_topic_score_gemma":0.0000101009,"domain_scores_codex":[0.9989108,0.00005394379,0.0002376856,0.0003368437,0.0002578823,0.0002028155],"domain_scores_gemma":[0.9992287,0.00006034976,0.00005076042,0.0002166146,0.0003097068,0.0001338294],"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":[0.001845282,0.0003336091,0.110372,0.003339666,0.001055915,0.0002242632,0.01522918,0.0003165752,0.562395,0.005783568,0.009354847,0.2897501],"study_design_scores_gemma":[0.004874862,0.003978803,0.3940471,0.0009348853,0.00107027,0.00006936935,0.003160378,0.004851584,0.05345822,0.000209031,0.5325444,0.0008012004],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499211,0.004661479,0.03802072,0.0003820717,0.00158461,0.001874215,0.0002806406,0.0006135007,0.002661649],"genre_scores_gemma":[0.9969414,0.000002754301,0.0003315242,0.0008434573,0.001389276,0.0001103475,0.0001019068,0.00003706228,0.0002422698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5231895,"threshold_uncertainty_score":0.5343946,"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."}}