{"id":"W4298087198","doi":"10.23736/s2784-8671.22.07386-8","title":"Facial atopic dermatitis may be exacerbated by masks: insights from a multicenter, teledermatology, prospective study during COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Italian Journal of Dermatology and Venereology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Teledermatology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Atopic dermatitis; Dermatology; Medicine; Multicenter study; Coronavirus Infections; Virology; Internal medicine; Telemedicine; Outbreak","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001191329,0.0003625945,0.001227855,0.0004325024,0.0007352949,0.00001728465,0.0003173214,0.000298878,0.0005688955],"category_scores_gemma":[0.0003102616,0.0003355526,0.0001882783,0.0002330388,0.0006990929,0.0001998174,0.0002637589,0.0009649058,0.00001024521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001890788,"about_ca_system_score_gemma":0.0003917688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006931121,"about_ca_topic_score_gemma":0.00008025303,"domain_scores_codex":[0.9964213,0.001295166,0.001053748,0.0004575707,0.0002832845,0.00048897],"domain_scores_gemma":[0.9980254,0.0003677105,0.0006513915,0.0002893111,0.0001256889,0.000540494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001106627,0.001145551,0.9633749,0.00008600394,0.001062397,0.01979945,0.004082541,0.000008899417,0.0003630701,0.00008624058,0.008793842,0.00009046003],"study_design_scores_gemma":[0.02573328,0.0004447703,0.7393448,0.00004113637,0.001049444,0.2021765,0.0102737,0.00007903897,0.0007900843,0.001610128,0.01796367,0.0004934445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834027,0.008601812,0.00007418602,0.00634412,0.0006520929,0.0006039843,0.0001067399,0.00007157978,0.0001427739],"genre_scores_gemma":[0.9958184,0.0001602519,0.00006033409,0.003604597,0.00006434797,0.00008177674,0.00008209645,0.00003035013,0.0000977807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2240301,"threshold_uncertainty_score":0.9999096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01925342518784489,"score_gpt":0.2923625598283757,"score_spread":0.2731091346405308,"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."}}