{"id":"W4391294622","doi":"10.2196/48749","title":"Risk Factors Associated With Burden of Disease of Psoriasis From 1990 to 2019: Epidemiological Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Epidemiology; Psoriasis; Disease; Medicine; Environmental health; Dermatology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001546121,0.0002872902,0.001134639,0.0004401205,0.00006880375,0.000005868753,0.0002564998,0.0004131731,0.0006970659],"category_scores_gemma":[0.0003216621,0.0001915958,0.0004329271,0.0008366591,0.0002258517,0.00005075851,0.00007918841,0.0001843592,0.0001295166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003597527,"about_ca_system_score_gemma":0.00008064383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042645,"about_ca_topic_score_gemma":0.0001237967,"domain_scores_codex":[0.9976872,0.0008323744,0.0005672199,0.0004924534,0.00005583479,0.0003649835],"domain_scores_gemma":[0.9973849,0.001789367,0.0002626971,0.0004049226,0.00007598888,0.00008209849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008963155,0.0003450001,0.9645627,0.00003661488,0.01786282,0.00007873408,0.001423806,0.0003944221,0.005585334,0.0004740591,0.005805833,0.002534364],"study_design_scores_gemma":[0.00118125,0.0002840401,0.9734135,0.00008509345,0.007015914,0.000004701875,0.0002462969,0.0001005377,0.01326892,0.0004193465,0.003633937,0.0003464415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923179,0.003979555,0.0002612917,0.0003376542,0.0003320469,0.0002947863,0.002277427,0.0001043911,0.00009491459],"genre_scores_gemma":[0.9979259,0.0001267277,0.00006250882,0.0000316014,0.00002109581,0.00006462884,0.001502858,0.00001750393,0.0002471481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01084691,"threshold_uncertainty_score":0.7813052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02016753691472347,"score_gpt":0.2714101367464955,"score_spread":0.2512425998317721,"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."}}