{"id":"W3171289788","doi":"10.1016/j.det.2021.05.013","title":"Dermatology COVID-19 Registries","year":2021,"lang":"en","type":"review","venue":"Dermatologic Clinics","topic":"Dermatological and COVID-19 studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"UCB Pharma; National Psoriasis Foundation; Pfizer; Incyte; InflaRx; XBiotech; Galderma; National Institute for Health and Care Research; Regeneron Pharmaceuticals; Mylan; Bayer; LEO Pharma; Psoriasis Association; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Sanofi; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Medical Research Council; Helsinn; F. Hoffmann-La Roche; Celgene; Noda Institute for Scientific Research; Amgen; Samsung; Coherus Biosciences","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); MEDLINE; Public health; Dermatology; Health care; Patient care; Family medicine; Teledermatology; Medical emergency; Telemedicine; Nursing; Pathology; Disease; 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":[0.002464969,0.0006581879,0.001611998,0.009792361,0.0004306606,0.001594116,0.0009027747,0.0009317953,0.02836615],"category_scores_gemma":[0.006762147,0.0003862015,0.001159488,0.01402593,0.0004110642,0.00151562,0.001787669,0.001064908,0.004703678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001506271,"about_ca_system_score_gemma":0.007410695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004939738,"about_ca_topic_score_gemma":0.008558889,"domain_scores_codex":[0.9984212,0.0004205743,0.000465818,0.0001996075,0.0003595399,0.0001331725],"domain_scores_gemma":[0.996129,0.001511288,0.001398492,0.0001369291,0.0005841217,0.0002401473],"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":[0.0003364719,0.00009770282,0.005342328,0.07862828,0.0006661859,0.0001372705,0.00008922232,0.0001803831,0.0002175993,0.004756988,0.2323175,0.6772301],"study_design_scores_gemma":[0.0001798323,0.00004308419,0.009252348,0.08486417,0.001226407,0.0004610793,0.0001238359,0.0000335923,0.0001122368,0.0005604206,0.9031221,0.00002096947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004895619,0.9833304,0.0001646468,0.001152814,0.0005073378,0.00009604909,0.004740898,0.00004257091,0.009475652],"genre_scores_gemma":[0.003700464,0.9894141,0.0005241862,0.001179382,0.0002524139,0.0001110389,0.003451272,0.000009662992,0.001357534],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02836615,"threshold_uncertainty_score":0.09489423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2676366138030157,"score_gpt":0.4885936657605957,"score_spread":0.22095705195758,"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."}}