{"id":"W3025748074","doi":"10.1101/2020.05.14.20094821","title":"Transmission of aerosols through pristine and reprocessed N95 respirators","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Hospital for Sick Children; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Respirator; Limiting; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Personal protective equipment; Environmental science; Materials science; Medicine; Infectious disease (medical specialty); Engineering; Composite material; Disease; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006695077,0.0002807774,0.000261618,0.0002142934,0.0001703993,0.0004734227,0.0003682358,0.0004564079,0.001483715],"category_scores_gemma":[0.001107727,0.0001222395,0.00036247,0.0001157517,0.0003230417,0.0004856513,0.0003617783,0.0002986402,0.0002491071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002260898,"about_ca_system_score_gemma":0.0001853088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009348112,"about_ca_topic_score_gemma":0.000489715,"domain_scores_codex":[0.9990354,0.0002670595,0.00008585946,0.0002233001,0.0002779447,0.0001104587],"domain_scores_gemma":[0.9989378,0.0004649906,0.0002207591,0.0001403559,0.0001993677,0.00003669311],"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":[0.000782727,0.0001826679,0.01212023,0.0003274723,0.00004450728,0.0002411701,0.0003044321,0.002611855,0.9737681,0.0001655661,0.0001454275,0.009305891],"study_design_scores_gemma":[0.00003786718,0.004187423,0.03326186,0.00008193558,0.00006027618,0.0003274571,0.0004186097,0.009438214,0.9495599,0.000188712,0.002397326,0.00004038339],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970161,0.0006653197,0.001612882,0.00001326988,0.00001598359,0.00003066651,0.0001672267,0.00001753204,0.0004611131],"genre_scores_gemma":[0.9968166,0.0002327686,0.002154235,0.00002759627,0.000005580869,0.00001927168,0.0002106496,0.00000817661,0.0005251691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001483715,"threshold_uncertainty_score":0.004963517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04348645936933044,"score_gpt":0.3106954732904899,"score_spread":0.2672090139211595,"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."}}