{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001430777,0.0001941217,0.0002284984,0.0006428359,0.0008410572,0.001235383,0.0005256811,0.001970753,0.02122917],"category_scores_gemma":[0.008455495,0.00008607424,0.0002704534,0.000568938,0.0008365672,0.0008670494,0.001474567,0.002352252,0.001956219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007909781,"about_ca_system_score_gemma":0.001833036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00447034,"about_ca_topic_score_gemma":0.005995796,"domain_scores_codex":[0.9980699,0.0006138509,0.0001977971,0.0001658457,0.0007464949,0.0002061568],"domain_scores_gemma":[0.996814,0.001127937,0.001130802,0.0000727305,0.0002902201,0.0005644115],"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":[0.0009152504,0.0003292483,0.04759884,0.003303899,0.00008441961,0.001210705,0.0007740395,0.0002318014,0.0005537939,0.05012754,0.4310738,0.4637966],"study_design_scores_gemma":[0.00008301602,0.000398075,0.07476902,0.009118383,0.00006637716,0.005161909,0.0009148756,0.0001348227,0.0003136397,0.01869637,0.8902949,0.00004853382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03910038,0.3488205,0.001481194,0.3328929,0.01050344,0.0001391733,0.004263526,0.0001211829,0.2626777],"genre_scores_gemma":[0.5122057,0.287693,0.003678121,0.1211079,0.02455265,0.0003517455,0.005488091,0.0001064218,0.04481638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02122917,"threshold_uncertainty_score":0.0710187,"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."}}