{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002469292,0.00007026231,0.0001734028,0.0001025962,0.0001594566,0.00001001318,0.00001126704,0.000050054,0.000002854529],"category_scores_gemma":[0.0003596179,0.00006779673,0.00003583092,0.0001400999,0.00002057036,0.0001767406,0.00001167863,0.00005886962,0.000001147945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004416752,"about_ca_system_score_gemma":0.00003880496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004243203,"about_ca_topic_score_gemma":0.00001433813,"domain_scores_codex":[0.9994141,0.00001514891,0.0001842655,0.0001282567,0.0001624923,0.00009570912],"domain_scores_gemma":[0.9993809,0.0003242043,0.00007510565,0.00005494104,0.0001291518,0.00003573702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004805569,0.0006831007,0.8099072,0.002538824,0.0004545732,0.000002933455,0.00121247,0.00001652715,0.1749568,0.0002689986,0.00005365321,0.009424337],"study_design_scores_gemma":[0.002398074,0.0009643578,0.9465404,0.0004397874,0.0002502291,0.000001012217,0.00005373638,0.02986486,0.01925096,0.00002470259,0.0001434792,0.00006846703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960365,0.00004762295,0.001895394,0.0002343019,0.00003779324,0.001502799,0.00001039092,0.00004504808,0.0001901631],"genre_scores_gemma":[0.9984068,0.00002015971,0.0004479876,0.000105866,0.0000805821,0.0002898219,0.00004630625,0.000009720716,0.0005928117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1557059,"threshold_uncertainty_score":0.276467,"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."}}