{"id":"W4306804373","doi":"10.1016/j.jhin.2022.09.026","title":"Filtration performance of three models of N95 filtering facepiece respirators following clinical usage and vaporized hydrogen peroxide decontamination","year":2022,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Provincial Health Services Authority; Vancouver Coastal Health","funders":"","keywords":"Respirator; Human decontamination; Medicine; Hydrogen peroxide; Materials science","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":[0.0008202849,0.0004325024,0.0004471151,0.000325171,0.0003846249,0.0007056315,0.0005402018,0.0009283889,0.001227512],"category_scores_gemma":[0.001948875,0.0001966812,0.0008463507,0.0002104376,0.0002768245,0.0005175141,0.0002625182,0.000224961,0.0002818451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004722594,"about_ca_system_score_gemma":0.0004198361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004221529,"about_ca_topic_score_gemma":0.002788901,"domain_scores_codex":[0.9994758,0.00009169184,0.00006135152,0.0001227298,0.0001691032,0.00007941407],"domain_scores_gemma":[0.9989644,0.0003957408,0.0001549491,0.00009374069,0.000318418,0.00007277031],"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":[0.01104269,0.0003632991,0.03367405,0.0003504607,0.0001492759,0.0002850869,0.001055781,0.002727752,0.9115923,0.0001887701,0.0003952728,0.03817534],"study_design_scores_gemma":[0.000062172,0.01057015,0.1081365,0.00005769667,0.0004081021,0.0005025159,0.0007018294,0.0112827,0.8667611,0.00008937736,0.001337094,0.0000905728],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985305,0.0002857174,0.00086369,0.00001792073,0.0000211311,0.00001120664,0.00007503092,0.00002744798,0.0001671857],"genre_scores_gemma":[0.9982218,0.0001640483,0.0009038979,0.00002679612,0.000004993636,0.00001068368,0.0001174788,0.000006986114,0.0005433371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004221529,"threshold_uncertainty_score":0.008393884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0298716509117658,"score_gpt":0.2976344090684436,"score_spread":0.2677627581566778,"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."}}