{"id":"W3158392696","doi":"10.23736/s2784-8671.21.06895-4","title":"Masks use and facial dermatitis during COVID-19 outbreak: is there a difference between CE and non-CE approved masks? Multi-center, real-life data from a large Italian cohort","year":2021,"lang":"en","type":"article","venue":"Italian Journal of Dermatology and Venereology","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Medicine; Quarantine; Coronavirus disease 2019 (COVID-19); Face masks; Incidence (geometry); Observational study; Dermatology; Outbreak; Emergency medicine; Internal medicine; Virology; Pathology","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":[0.0001646556,0.000233762,0.0008048273,0.000149739,0.0002436456,0.00005998425,0.0001208063,0.0003315221,0.0001205879],"category_scores_gemma":[0.0004293094,0.0002081339,0.0000725933,0.00008189614,0.0002427193,0.0003511109,0.0002170429,0.000381069,0.000003560659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002978238,"about_ca_system_score_gemma":0.0002191408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002190774,"about_ca_topic_score_gemma":0.0003385121,"domain_scores_codex":[0.9982217,0.0002847021,0.0006396472,0.0003948015,0.000134263,0.0003248925],"domain_scores_gemma":[0.9984369,0.0002189645,0.0004061632,0.0003131509,0.0001678474,0.0004570055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002068326,0.0001596638,0.9953539,0.0001684196,0.0006194872,0.001501813,0.0008450571,2.906688e-7,0.0004427779,0.00005205453,0.0004281273,0.0002215735],"study_design_scores_gemma":[0.009294842,0.00005789359,0.9742449,0.0001083041,0.0005141166,0.01148602,0.0003634134,0.00119792,0.000273853,0.0001161553,0.002163323,0.0001792724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802021,0.001438795,0.01172292,0.005666631,0.0002407895,0.0001855454,0.0004765545,0.00001741683,0.00004921745],"genre_scores_gemma":[0.9964422,0.0008691621,0.0004080718,0.001719065,0.000158138,0.000004562289,0.0002490182,0.00001809145,0.0001316781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02110901,"threshold_uncertainty_score":0.8487453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05214917817041345,"score_gpt":0.3119521602318508,"score_spread":0.2598029820614374,"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."}}