{"id":"W3084511914","doi":"10.3390/ijerph17186655","title":"Commentary: Physiological and Psychological Impact of Face Mask Usage during the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":262,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Face masks; Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Medicine; Disease; Infectious disease (medical specialty)","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":[0.004555212,0.001458569,0.001667256,0.001015124,0.004338779,0.002623852,0.003971144,0.04648347,0.00760267],"category_scores_gemma":[0.04634755,0.0008128842,0.002015056,0.0008309884,0.004076484,0.00431038,0.001916215,0.03530404,0.004923704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005173692,"about_ca_system_score_gemma":0.007774502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0146193,"about_ca_topic_score_gemma":0.01405341,"domain_scores_codex":[0.9952902,0.001696675,0.0005938584,0.0005033901,0.001502235,0.0004137263],"domain_scores_gemma":[0.9770024,0.01513703,0.00113718,0.0003015058,0.005199693,0.001222203],"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":[0.00004258693,0.00001031171,0.00007595757,0.0002372571,0.00001205645,0.0003482206,0.0002274464,0.00002857407,0.00006845299,0.0005340658,0.9949714,0.003443595],"study_design_scores_gemma":[0.00009666003,0.0001117779,0.0009907893,0.002913797,0.00009022946,0.001601255,0.001231522,0.0002028892,0.0003033271,0.003312491,0.9890566,0.00008865481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002690891,0.006327419,0.00009702979,0.8392267,0.15182,0.00002482891,0.0001130507,0.00003005293,0.002091916],"genre_scores_gemma":[0.003182397,0.004424044,0.0001235353,0.8369299,0.1521934,0.00005413626,0.00003936022,0.00003066427,0.003022653],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04648347,"threshold_uncertainty_score":0.03753799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2283986156279582,"score_gpt":0.4801405608268898,"score_spread":0.2517419451989316,"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."}}