{"id":"W3126992018","doi":"10.1111/dth.14848","title":"COVID‐19 related masks increase severity of both acne (maskne) and rosacea (mask rosacea): Multi‐center, real‐life, telemedical, and observational prospective study","year":2021,"lang":"en","type":"article","venue":"Dermatologic Therapy","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Rosacea; Acne; Medicine; Dermatology; Observational study; Prospective cohort study; Coronavirus disease 2019 (COVID-19); Severity of illness; Single Center; Quality of life (healthcare); Internal medicine; Disease","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":[0.0002978187,0.0003166688,0.0007714037,0.00007704064,0.0002624118,0.00003064869,0.0000765747,0.0002331774,0.0001755322],"category_scores_gemma":[0.0003737798,0.0002213579,0.00009252341,0.0002743457,0.0002993226,0.0001270393,0.0001023658,0.0002749448,0.000003068071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006829369,"about_ca_system_score_gemma":0.0004286448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000300745,"about_ca_topic_score_gemma":0.00005271202,"domain_scores_codex":[0.9980019,0.0002954325,0.0004964828,0.0005616464,0.0003304935,0.000314096],"domain_scores_gemma":[0.9985429,0.0002194187,0.0002064733,0.0003398893,0.0001203118,0.0005710202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007826913,0.003908531,0.9876953,0.0001280568,0.0007475883,0.001097696,0.002718612,0.000002241722,0.000478358,0.0001374668,0.001239118,0.001064344],"study_design_scores_gemma":[0.02682975,0.0009516854,0.9645739,0.0000722972,0.0002072233,0.0008311121,0.002016812,0.0006376883,0.000562647,0.0002362395,0.002790171,0.0002905456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913059,0.003869915,0.00006350833,0.003025734,0.00008585638,0.001260607,0.00007685557,0.000104931,0.0002066548],"genre_scores_gemma":[0.9921978,0.003269768,0.0007556279,0.0030698,0.00003095001,0.00007565517,0.0002042751,0.00002514516,0.0003710324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02604705,"threshold_uncertainty_score":0.9026712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0483695073323538,"score_gpt":0.3274913047079445,"score_spread":0.2791217973755907,"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."}}