{"id":"W3040488035","doi":"10.1111/resp.13892","title":"Universal public mask wear during <scp>COVID</scp>‐19 pandemic: Rationale, design and acceptability","year":2020,"lang":"en","type":"letter","venue":"Respirology","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Richmond Hospital","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Virology; Coronavirus Infections; Internal medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003691443,0.0002760328,0.0005431044,0.0002934405,0.0001926436,0.00004137633,0.0001079593,0.000916952,0.0005177621],"category_scores_gemma":[0.001585196,0.0002654163,0.0001494297,0.000189386,0.0001859505,0.0001412286,0.00009143716,0.001435314,0.00008731589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002379674,"about_ca_system_score_gemma":0.0004144074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000206113,"about_ca_topic_score_gemma":0.000008000416,"domain_scores_codex":[0.9977595,0.0005712425,0.0003722879,0.0006257534,0.000260807,0.0004104731],"domain_scores_gemma":[0.9982602,0.0008762719,0.0002243833,0.0002907469,0.0001505161,0.0001979085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005058906,0.00008506319,0.4159625,0.0009042089,0.0005385053,0.001061104,0.0005866955,0.0001036019,0.002969804,0.0001794044,0.5757344,0.001368858],"study_design_scores_gemma":[0.002245137,0.0003000395,0.05092045,0.000008726486,0.0001828109,0.0003996084,0.00002672792,0.001148658,0.00001732538,0.0003737226,0.9442809,0.00009595285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1154306,0.0007014468,0.06493951,0.8115902,0.0009974146,0.002936616,0.00006406569,0.0006810577,0.002659061],"genre_scores_gemma":[0.2217744,0.0001811937,0.0008012999,0.7635154,0.006260657,0.0001135835,0.0005951629,0.00008900859,0.006669227],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3685464,"threshold_uncertainty_score":0.9999798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05690967547396931,"score_gpt":0.280962094875137,"score_spread":0.2240524194011677,"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."}}