{"id":"W3202327157","doi":"10.1371/journal.pone.0258191","title":"The protective performance of reusable cloth face masks, disposable procedure masks, KN95 masks and N95 respirators: Filtration and total inward leakage","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Respirator; Face masks; Materials science; Leakage (economics); Composite material; Coronavirus disease 2019 (COVID-19); Biomedical engineering; Medicine","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":[0.0002708354,0.0001264897,0.0002491333,0.00004381326,0.0002349511,0.00004825324,0.00002956129,0.0000994642,0.00004075497],"category_scores_gemma":[0.0002946446,0.00009627118,0.00003166098,0.0001993663,0.00008043375,0.0002387209,0.00004042755,0.000221153,0.000007032867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004010133,"about_ca_system_score_gemma":0.0001057343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002403056,"about_ca_topic_score_gemma":0.00003543977,"domain_scores_codex":[0.998985,0.00005871501,0.0002559784,0.0002466907,0.0002723901,0.0001812545],"domain_scores_gemma":[0.9992757,0.00006098939,0.0001303791,0.0002050615,0.0002642074,0.00006361416],"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":[0.003340374,0.002145121,0.4776376,0.004552671,0.001321136,0.0000220975,0.002852907,0.0001125634,0.4971712,0.001129513,0.0007312403,0.00898353],"study_design_scores_gemma":[0.004132294,0.002473914,0.4476475,0.001482706,0.0008051835,0.0001036034,0.0008923506,0.03285305,0.5075514,0.0002466975,0.001426055,0.0003852088],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953782,0.001360255,0.0002691745,0.0008781905,0.00003509977,0.0008802916,0.00001245122,0.00004024496,0.001146084],"genre_scores_gemma":[0.9960895,0.0002176173,0.0003155975,0.00009041471,0.0001365597,0.00009988031,0.00001969236,0.00001729073,0.003013424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03274049,"threshold_uncertainty_score":0.3925825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02112378205701243,"score_gpt":0.2259992319050167,"score_spread":0.2048754498480042,"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."}}