{"id":"W3015700160","doi":"10.1101/2020.04.05.20049346","title":"N95 Mask Decontamination using Standard Hospital Sterilization Technologies","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency; Public Health Agency of Canada; University of Manitoba","funders":"","keywords":"Peracetic acid; Human decontamination; Sterilization (economics); Respirator; Hydrogen peroxide; Autoclave; Materials science; Pulp and paper industry; Medicine; Toxicology; Waste management; Chemistry; Composite material; Biology; Metallurgy; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003415986,0.0004063917,0.0002236327,0.0002748082,0.0002230007,0.0003875136,0.0004573804,0.0003512036,0.002908711],"category_scores_gemma":[0.0005009555,0.000108131,0.0003904226,0.0002193946,0.000234302,0.0002334962,0.0003954743,0.0002838398,0.0005569299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002286331,"about_ca_system_score_gemma":0.0002814812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001009727,"about_ca_topic_score_gemma":0.001595642,"domain_scores_codex":[0.9994637,0.00008511768,0.00004843734,0.0001246769,0.0002122874,0.00006570933],"domain_scores_gemma":[0.9997222,0.0000504744,0.0001085078,0.00004864572,0.00005220313,0.00001797569],"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":[0.0003371375,0.0001925777,0.002493135,0.0002190285,0.00002333637,0.00009873746,0.0001000151,0.0004527677,0.9759181,0.0001138522,0.0002517947,0.01979952],"study_design_scores_gemma":[0.00001795846,0.001815389,0.008183466,0.00001941652,0.0000228016,0.0003808409,0.00009152767,0.0008025452,0.9839492,0.00005077868,0.00465072,0.00001545819],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828627,0.001490685,0.01157845,0.0001014546,0.00007552429,0.0002716245,0.0003451587,0.0001826366,0.003091707],"genre_scores_gemma":[0.9752316,0.0008015363,0.01939151,0.0001028465,0.00001969352,0.0001133234,0.0005190177,0.00004334052,0.003777092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002908711,"threshold_uncertainty_score":0.009730577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02919384122229323,"score_gpt":0.2976749698046294,"score_spread":0.2684811285823361,"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."}}