{"id":"W4317759442","doi":"10.1371/journal.pone.0280426","title":"Filtration performance, fit test and side effects of respiratory personal protective equipment following decontamination: Observations for user safety and comfort","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Institut de recherche Robert-Sauvé en santé et en sécurité du travail; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Human decontamination; Personal protective equipment; Respirator; Hydrogen peroxide; Reuse; Sterilization (economics); Medicine; Waste management; Environmental science; Coronavirus disease 2019 (COVID-19); Materials science; Chemistry; Business; 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":[0.0007696537,0.0007018513,0.0005094436,0.0002760763,0.0003367441,0.0003180011,0.0002583018,0.0005440346,0.002091052],"category_scores_gemma":[0.00230272,0.0001979746,0.0008449696,0.0002333932,0.000314866,0.0003491937,0.0003603733,0.0004185337,0.0005884332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001506774,"about_ca_system_score_gemma":0.0001604387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000828638,"about_ca_topic_score_gemma":0.0008484243,"domain_scores_codex":[0.9992428,0.0002698467,0.0000642936,0.0001063804,0.0002367307,0.0000800211],"domain_scores_gemma":[0.9981147,0.0005410361,0.000458775,0.0002582496,0.0005145893,0.0001125658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.009596173,0.002330075,0.161941,0.0009962651,0.0002665059,0.001362835,0.002662668,0.0009327208,0.7572803,0.00006723261,0.0008046631,0.06175942],"study_design_scores_gemma":[0.00006307927,0.04716917,0.5173374,0.00006787603,0.0004162648,0.00274435,0.001586624,0.001975608,0.4257954,0.00007998811,0.002647976,0.0001161763],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972506,0.0005176142,0.001487076,0.00002743331,0.00001545866,0.00007374852,0.000155117,0.000028275,0.0004445934],"genre_scores_gemma":[0.9972609,0.0001945323,0.00125697,0.00004479353,0.00001223081,0.00003677783,0.0002005015,0.00001453642,0.000978675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002091052,"threshold_uncertainty_score":0.006995261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05934284684577619,"score_gpt":0.2692241049945173,"score_spread":0.2098812581487411,"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."}}