{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009586745,0.000120737,0.0004115358,0.0001003544,0.0001152431,0.000008150696,0.00008981753,0.00008262485,0.00005065807],"category_scores_gemma":[0.001056827,0.00006538363,0.00006652498,0.0005116122,0.0001371818,0.00009336265,0.00004143378,0.0002090231,6.685567e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006594523,"about_ca_system_score_gemma":0.0005031976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0010934,"about_ca_topic_score_gemma":0.0008954752,"domain_scores_codex":[0.9983056,0.0003455678,0.0005791236,0.000205204,0.0003626891,0.0002018053],"domain_scores_gemma":[0.9988399,0.0001577357,0.0004039854,0.0002404429,0.0001390346,0.0002188718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005472288,0.0004395809,0.5502661,0.004760546,0.00009479193,0.000005757569,0.4075713,0.0002011885,0.000119767,0.001214145,0.01754919,0.01723041],"study_design_scores_gemma":[0.01053995,0.001427899,0.6967833,0.001210527,0.0001447169,0.00006151797,0.1007587,0.006910846,0.0000305525,0.0001417663,0.1817199,0.0002703347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8818659,0.0003131003,0.007127953,0.1081008,0.0003224801,0.001101665,0.0000458662,0.00002015624,0.001102151],"genre_scores_gemma":[0.9654977,0.00008498101,0.000004408145,0.03401807,0.0002667111,0.00004391588,0.00004442951,0.000008015189,0.00003174549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3068126,"threshold_uncertainty_score":0.2666267,"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."}}