{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007616766,0.0000687579,0.0001551533,0.00003877309,0.00004537377,0.00001479016,0.00002353751,0.00007289887,0.0005631429],"category_scores_gemma":[0.0001204763,0.00006686546,0.00004198943,0.0001032808,0.00001060007,0.00006536717,0.00001642896,0.0001394654,0.0001551261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003214028,"about_ca_system_score_gemma":0.00005366436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001201232,"about_ca_topic_score_gemma":0.00001476699,"domain_scores_codex":[0.9993257,0.00003719296,0.0001503283,0.0001612157,0.0002060534,0.0001195067],"domain_scores_gemma":[0.9995564,0.00002495091,0.00004149829,0.0001862702,0.0001254808,0.00006539804],"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":[0.00006745083,0.000661616,0.005204659,0.00003116176,0.0000855152,0.00001381682,0.00005226333,5.528803e-7,0.9918322,0.00002973921,0.0005424153,0.001478599],"study_design_scores_gemma":[0.001508309,0.0001986312,0.02388404,0.0001372526,0.0001731565,0.000003710355,0.00001227526,0.001831007,0.9705894,0.00005393309,0.001490245,0.000118018],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929808,0.0001606228,0.001022851,0.0003756192,0.0000753058,0.0001442498,0.000006070678,0.00006310522,0.005171424],"genre_scores_gemma":[0.9955504,0.000009275695,0.0001563505,0.001758279,0.0001836816,0.00002556629,0.00002817957,0.00001050472,0.002277783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02124279,"threshold_uncertainty_score":0.6166019,"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."}}