{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006533742,0.0003039617,0.0003287732,0.0007700048,0.0004140834,0.0007140579,0.0003636237,0.0005459332,0.00160917],"category_scores_gemma":[0.002372815,0.0003335445,0.000460089,0.0008063337,0.0003967595,0.0006073944,0.0005806064,0.0005101441,0.0002671176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004879585,"about_ca_system_score_gemma":0.000338752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007851791,"about_ca_topic_score_gemma":0.007464921,"domain_scores_codex":[0.9993373,0.0001496088,0.00006118959,0.0002040254,0.00008684958,0.0001609659],"domain_scores_gemma":[0.9980689,0.0002391194,0.001162193,0.0001760843,0.0001266076,0.0002272108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007917704,0.00002237911,0.9993048,0.000006015828,0.00001493192,0.00005279492,0.00005879641,0.00001185142,0.00008625008,0.000003961836,0.00006571267,0.0002932985],"study_design_scores_gemma":[0.000003809088,0.00005949467,0.9994261,0.00000425527,0.000008737594,0.0001894464,0.000172463,0.00004905692,0.00001543203,0.00000423756,0.00006468181,0.000002210196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992518,0.00011211,0.00003355287,0.00002407634,0.000003191015,0.00001096267,0.0003542293,0.000001304072,0.0002088471],"genre_scores_gemma":[0.9993697,0.00007537373,0.0000391042,0.00002410714,0.000009716674,0.00001060213,0.0004191581,0.000001627099,0.00005053042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007851791,"threshold_uncertainty_score":0.01561213,"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."}}