{"id":"W4398206048","doi":"10.1128/cmr.00124-23","title":"Masks and respirators for prevention of respiratory infections: a state of the science review","year":2024,"lang":"en","type":"review","venue":"Clinical Microbiology Reviews","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary; Public Health Ontario; University of Toronto","funders":"Sanofi; AstraZeneca; Seqirus; Pfizer","keywords":"Respirator; Masking (illustration); Medicine; Intensive care medicine; Disadvantaged; Sociocultural evolution; Transmission (telecommunications); Population; Environmental health; Medical emergency; Computer science; Political science; Telecommunications","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":[0.006748726,0.0002691419,0.003152616,0.0002021822,0.00007753692,0.000006395416,0.0001836891,0.0002697411,0.00001839294],"category_scores_gemma":[0.004234909,0.0001399578,0.001771568,0.0008206502,0.0009943901,0.00004448205,0.0001524954,0.0005177202,0.00002468921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006722468,"about_ca_system_score_gemma":0.0009086747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.008043e-7,"about_ca_topic_score_gemma":0.000003646697,"domain_scores_codex":[0.9952686,0.0008786963,0.003111659,0.0005248442,0.00003598601,0.0001801475],"domain_scores_gemma":[0.996624,0.0004512885,0.001933311,0.0006082093,0.0003188298,0.00006435575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008870928,0.00008476392,0.00006643104,0.136397,0.0001284673,8.147638e-8,0.000002832632,1.21407e-8,0.00007486754,0.00007267347,0.002886571,0.8602774],"study_design_scores_gemma":[0.0002241556,0.0007050235,0.00003351159,0.1322618,0.004642172,0.0000388308,2.101954e-7,6.815421e-7,0.0000046173,0.00007798336,0.8619186,0.0000924569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000441051,0.9928094,0.0001135729,0.00005982133,0.001007708,0.005822586,0.00006509977,0.00001391287,0.00006384018],"genre_scores_gemma":[0.0000134854,0.9985729,0.00007757415,0.0004459468,0.0001427326,0.0003239589,0.00002269356,0.00002155547,0.0003791552],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8601849,"threshold_uncertainty_score":0.5707313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1985077202529572,"score_gpt":0.4992188035786818,"score_spread":0.3007110833257246,"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."}}