{"id":"W4220887953","doi":"10.4187/respcare.10031","title":"Questions About Fugitive Aerosols: The Answer Is PPE","year":2022,"lang":"en","type":"editorial","venue":"Respiratory Care","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Personal protective equipment; Occupational exposure; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Outbreak; Medical emergency; 2019-20 coronavirus outbreak; Health care; Environmental health; Pathology; Disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003039406,0.0002812574,0.0003927365,0.0001377744,0.0006015044,0.00006643576,0.0001535344,0.0005336462,0.002433442],"category_scores_gemma":[0.0005885708,0.0002137518,0.0003604531,0.0002488053,0.00008884087,0.00007742763,0.00008146953,0.00144363,0.0001553858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005625258,"about_ca_system_score_gemma":0.00112061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000784955,"about_ca_topic_score_gemma":0.00006338322,"domain_scores_codex":[0.997808,0.000217043,0.0003542012,0.0004383874,0.0009215308,0.0002608123],"domain_scores_gemma":[0.997822,0.0002888214,0.000227323,0.0005999025,0.0009651692,0.0000968125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001119146,0.00003076419,0.0004535613,0.0001309106,0.0001124328,0.0000245117,0.0009196581,0.000007125596,0.00006299952,0.00005381423,0.9960883,0.002004061],"study_design_scores_gemma":[0.0009077496,0.0003734782,0.001109504,0.0001540713,0.0003554859,0.000002599849,0.0006684016,0.000002929311,0.00008927133,0.000008233291,0.996121,0.0002072431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004682546,0.008633223,0.0001082951,0.0003750202,0.9709023,0.001041401,0.001249522,0.0002053871,0.01701664],"genre_scores_gemma":[0.01570683,0.0001359036,0.000006093515,0.002669756,0.9741703,0.0004362218,0.00100148,0.00009143817,0.005782031],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01523857,"threshold_uncertainty_score":0.9984785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375969274873812,"score_gpt":0.3067258583787483,"score_spread":0.2929661656300102,"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."}}