{"id":"W3167505114","doi":"10.1038/s41598-021-91706-1","title":"Assessing the impact of multiple ultraviolet disinfection cycles on N95 filtering facepiece respirator integrity","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Respirator; Coronavirus disease 2019 (COVID-19); Ultraviolet; Personal protective equipment; Bioaerosol; Medicine; Materials science; Composite material; Chemistry; Aerosol; Infectious disease (medical specialty)","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":[0.0005252218,0.0003495596,0.0002475525,0.0002076038,0.0002371928,0.0003934394,0.0003282421,0.0004548496,0.001534269],"category_scores_gemma":[0.001001314,0.0001466458,0.0004151392,0.0001380802,0.0002108199,0.0002903637,0.0002436957,0.0002593063,0.0002291079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002910813,"about_ca_system_score_gemma":0.0001386262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002415871,"about_ca_topic_score_gemma":0.002884652,"domain_scores_codex":[0.9994536,0.00009258642,0.00004667345,0.0001097009,0.0002423668,0.00005511453],"domain_scores_gemma":[0.9989605,0.0003781895,0.0002216819,0.000139147,0.000259709,0.00004064098],"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":[0.0003530364,0.00007821376,0.008111957,0.000111561,0.00003277557,0.00009216151,0.0001439175,0.0006752075,0.9832705,0.00002031498,0.00006080191,0.007049575],"study_design_scores_gemma":[0.000005443007,0.002725318,0.05088587,0.00002802516,0.00006398588,0.0001974369,0.0002657592,0.001751639,0.9430061,0.00002145876,0.00102985,0.00001918874],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997341,0.0004685692,0.001384144,0.00001216181,0.00001066044,0.00002212002,0.00009825547,0.00002187147,0.0006412753],"genre_scores_gemma":[0.9964749,0.0002357368,0.002088947,0.00002908862,0.000002798958,0.00001616343,0.0001478596,0.0000155752,0.0009888209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002415871,"threshold_uncertainty_score":0.005132675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04604200719712554,"score_gpt":0.3690887272818006,"score_spread":0.3230467200846751,"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."}}