{"id":"W4249343892","doi":"10.2139/ssrn.3502361","title":"Prevalence and Patient-Reported Outcomes of Noncommunicable Skin Diseases Among Adolescents: A Population-Based Study in China","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SKiN Health","funders":"","keywords":"Medicine; Anxiety; Depression (economics); Psoriasis; Vitiligo; Dermatology Life Quality Index; Patient Health Questionnaire; Quality of life (healthcare); Cross-sectional study; Population; Sleep disorder; Psychiatry; Dermatology; Environmental health; Depressive symptoms; Pathology; Insomnia","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":[0.0006951927,0.0004844776,0.0005411387,0.001519272,0.0009354241,0.0009259454,0.0006222169,0.0005778367,0.00124463],"category_scores_gemma":[0.0008192058,0.0005936433,0.0008826576,0.002089858,0.0006106424,0.0006938259,0.0006750366,0.0006483818,0.0001493645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00131043,"about_ca_system_score_gemma":0.001582191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05832153,"about_ca_topic_score_gemma":0.0670376,"domain_scores_codex":[0.9993904,0.00008999192,0.00009382995,0.0001699928,0.0001070527,0.0001487067],"domain_scores_gemma":[0.999213,0.00006855978,0.0002333785,0.00005794792,0.0001431125,0.0002841288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001835486,0.00002878692,0.9992496,0.000007426014,0.00004959931,0.0000420588,0.0001356228,0.00001438383,0.00009633912,0.00001900137,0.00004293654,0.0002958119],"study_design_scores_gemma":[0.000004155405,0.00003023455,0.9992824,0.000004216586,0.00003250652,0.00004865257,0.0003828068,0.0001130178,0.00001910639,0.00001323882,0.00006603649,0.000003668706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993415,0.0001051873,0.00004512923,0.00003230483,0.00000405124,0.000008344695,0.000248652,0.000002076638,0.0002126154],"genre_scores_gemma":[0.9995168,0.00006007596,0.00003135978,0.00002811402,0.000004162036,0.000008120136,0.0002490694,0.000001001231,0.0001012101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05832153,"threshold_uncertainty_score":0.1159641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192425708729213,"score_gpt":0.322276358985727,"score_spread":0.3103521018984349,"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."}}