{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001919864,0.0002147484,0.0003866843,0.000214828,0.00008033112,0.00006070925,0.00008442713,0.0003706793,0.00007250228],"category_scores_gemma":[0.0003490906,0.0002052977,0.0001442515,0.0001742615,0.00004678622,0.0001002678,0.0001830463,0.0004100806,0.00002203291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002359152,"about_ca_system_score_gemma":0.0001436229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001227572,"about_ca_topic_score_gemma":0.000006430938,"domain_scores_codex":[0.9987321,0.00004019761,0.0003600529,0.0004042202,0.0003022736,0.0001611807],"domain_scores_gemma":[0.9990957,0.00001961411,0.0002775657,0.0002926101,0.0002686026,0.00004584399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008608001,0.000281665,0.8874608,0.001853928,0.0005011382,0.0001323415,0.00138266,0.001342961,0.02234915,0.00150713,0.0004975273,0.08182994],"study_design_scores_gemma":[0.00557055,0.001917307,0.6148874,0.001965466,0.001590716,0.00007868008,0.001221438,0.3033786,0.04327226,0.007573168,0.01705859,0.001485887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7097344,0.000194194,0.2852444,0.001805518,0.001202903,0.0007227983,0.00002351955,0.0005643746,0.0005079451],"genre_scores_gemma":[0.9972096,0.00007523913,0.002007927,0.00007134594,0.000282828,0.00003880876,0.0001811859,0.00003399184,0.00009904733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3020356,"threshold_uncertainty_score":0.8371799,"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."}}