{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003713217,0.001219687,0.009148289,0.0003349349,0.0004678499,0.00009074649,0.0006916308,0.002156285,0.0005119207],"category_scores_gemma":[0.009083142,0.0008461482,0.002412852,0.001022401,0.001016276,0.00006934025,0.0008355515,0.001749685,0.0009939874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002773166,"about_ca_system_score_gemma":0.00333819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008671817,"about_ca_topic_score_gemma":0.000007718308,"domain_scores_codex":[0.9932396,0.0008889999,0.002785071,0.001489798,0.0005456554,0.00105085],"domain_scores_gemma":[0.9919562,0.004010306,0.001254081,0.001577496,0.0002601045,0.0009417514],"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":[0.00004707649,0.000667756,0.001484618,0.08157475,0.001705086,0.04252906,0.0001039923,3.329328e-7,1.399424e-8,0.008001409,0.4060839,0.4578021],"study_design_scores_gemma":[0.0008421805,0.00007158408,0.000004944161,0.003637679,0.002948255,0.0618983,0.000190162,0.000004646844,3.464901e-7,0.0007073514,0.9289367,0.000757857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006597605,0.9810738,0.0002944657,0.01016688,0.0009158436,0.001282153,0.0001239107,0.0006811608,0.00545518],"genre_scores_gemma":[0.00001371329,0.9671178,0.0007692768,0.0286856,0.0001895518,0.0004052475,0.001022682,0.00008477686,0.001711375],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5228528,"threshold_uncertainty_score":0.9997839,"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."}}