{"id":"W3203328491","doi":"10.1371/journal.pone.0257827","title":"Respiratory virus deterrence induced by modified mask filter","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation of Korea; National Research Foundation; University of Alberta","keywords":"Infectivity; Aerosolization; Virology; Virus; Microbiology; Coronavirus; Infection control; Influenza A virus; Transmission (telecommunications); Biology; Medicine; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Intensive care medicine; Inhalation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008912188,0.0003089878,0.0002189432,0.0001124289,0.00009548846,0.0002042277,0.0002232631,0.0004088347,0.0008046485],"category_scores_gemma":[0.0002271936,0.0001187735,0.0003205231,0.00004512345,0.0001420617,0.0001726874,0.0002137181,0.0002877061,0.0001520224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001182466,"about_ca_system_score_gemma":0.0001252849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004605644,"about_ca_topic_score_gemma":0.0004843354,"domain_scores_codex":[0.9998577,0.00001836025,0.000007367521,0.00003079344,0.00004637387,0.00003936443],"domain_scores_gemma":[0.999917,0.00001838773,0.00002860671,0.000008725036,0.00001631846,0.00001090941],"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":[0.00009101522,0.00001848464,0.0002165347,0.00003774856,0.000005286658,0.00003359018,0.00001331536,0.00004812651,0.9981284,0.00002914455,0.00002281033,0.001355697],"study_design_scores_gemma":[0.000005574737,0.0006958378,0.005057785,0.000004848518,0.00001500922,0.0001667595,0.00002019547,0.0008284291,0.992339,0.00001945604,0.000840915,0.000006122662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963706,0.0007842896,0.001944669,0.00003915269,0.00004267806,0.00002908105,0.00005818864,0.00002995343,0.0007015421],"genre_scores_gemma":[0.9954267,0.0004494008,0.002696481,0.00005241839,0.000009731611,0.00002004849,0.00009987089,0.000007573697,0.001237786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008046485,"threshold_uncertainty_score":0.002691865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09992898471656507,"score_gpt":0.2758782953702735,"score_spread":0.1759493106537084,"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."}}