{"id":"W3084057747","doi":"10.1017/dmp.2020.320","title":"Face Masks Are Beneficial Regardless of the Level of Infection in the Fight Against COVID-19","year":2020,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Face masks; Coronavirus disease 2019 (COVID-19); Pandemic; Social distance; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Population; Medicine; 2019-20 coronavirus outbreak; Coronavirus; Intensive care medicine; Environmental health; Disease; Medical emergency; Virology; Infectious disease (medical specialty); Outbreak","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":[0.001087666,0.0003626452,0.0006809206,0.001393222,0.000230678,0.001155307,0.0006320646,0.00121046,0.005110923],"category_scores_gemma":[0.004968865,0.0001566349,0.001015601,0.0008125679,0.0004635524,0.001057525,0.0004017915,0.0009146372,0.0007504963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005067521,"about_ca_system_score_gemma":0.001357014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00185944,"about_ca_topic_score_gemma":0.003831457,"domain_scores_codex":[0.9985542,0.0005628097,0.000310106,0.0001252583,0.0003971827,0.00005040033],"domain_scores_gemma":[0.9979199,0.001322968,0.000371503,0.0000388705,0.0003064405,0.00004041338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002554683,0.00005883161,0.0007423185,0.110425,0.0006164904,0.0001671295,0.0003166954,0.0001975212,0.001485555,0.004682378,0.02157689,0.8594757],"study_design_scores_gemma":[0.00008594026,0.0003429755,0.005837374,0.114394,0.001596132,0.001451375,0.0005067107,0.0001500641,0.001447624,0.002552228,0.871603,0.00003254532],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0007713033,0.9939272,0.0002034148,0.001463173,0.0003132311,0.00002516986,0.00009502251,0.000007999054,0.00319366],"genre_scores_gemma":[0.01233496,0.9841007,0.0007195948,0.001326525,0.0002465356,0.00004224249,0.00008225283,0.000004329439,0.001142955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005110923,"threshold_uncertainty_score":0.01709771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2257323111890437,"score_gpt":0.3845725675263107,"score_spread":0.158840256337267,"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."}}