{"id":"W3090664412","doi":"10.1183/13993003.03325-2020","title":"Face masks, respiratory patients and COVID-19","year":2020,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Respiratory system; Face masks; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Respiratory illness; Intensive care medicine; Disease; Coronavirus; Virology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007082314,0.0001456594,0.0001922048,0.0001102407,0.0003068566,0.00008195051,0.00007453912,0.00004122747,0.0003252013],"category_scores_gemma":[0.0008189316,0.0001243356,0.00009274378,0.0001345814,0.00006135839,0.0001651606,0.00005214965,0.0004567321,0.0002456106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007480615,"about_ca_system_score_gemma":0.0001660646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.272573e-7,"about_ca_topic_score_gemma":3.784145e-7,"domain_scores_codex":[0.9984347,0.0004369306,0.0004014045,0.0002292828,0.0003037849,0.0001939544],"domain_scores_gemma":[0.9985895,0.00003266411,0.0002108942,0.0001181675,0.0001483285,0.0009004349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001376491,0.0002258981,0.8279998,0.0001890188,0.0001897697,0.001192777,0.002001165,0.000262585,0.006167515,0.000161407,0.116686,0.04354756],"study_design_scores_gemma":[0.003942054,0.0008453788,0.2843369,0.00002087383,0.00005605378,0.00006338189,0.00006750616,0.0001346,0.0001073936,0.000006395318,0.7102929,0.0001265647],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9311319,0.001715754,0.03242688,0.004029236,0.0005668137,0.000519997,0.00001465091,0.0002277544,0.029367],"genre_scores_gemma":[0.9367714,0.00001416736,0.00005831799,0.06187126,0.001074719,0.000001036549,0.000002851509,0.00003623742,0.0001700129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5936069,"threshold_uncertainty_score":0.507026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05875621786844421,"score_gpt":0.298261884687116,"score_spread":0.2395056668186718,"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."}}