{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005774958,0.0002281394,0.0003215846,0.002127168,0.0004003839,0.0007495903,0.0004161258,0.0006462165,0.002145578],"category_scores_gemma":[0.001747307,0.0002760379,0.001179777,0.003596242,0.0002070965,0.0005229249,0.0006733304,0.0008437985,0.0003359487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004443215,"about_ca_system_score_gemma":0.0005576512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03059036,"about_ca_topic_score_gemma":0.02594925,"domain_scores_codex":[0.9993916,0.000110909,0.0001115332,0.000142848,0.0001122883,0.000130858],"domain_scores_gemma":[0.9979584,0.0002054275,0.001134347,0.0001277402,0.0002872334,0.0002868642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008886785,0.00001806007,0.9989359,0.00001190046,0.0001039544,0.00002732095,0.00002437839,0.00003452321,0.000078597,0.00001518365,0.00009159304,0.0005697317],"study_design_scores_gemma":[0.000001649627,0.0000230412,0.9995148,0.000006236674,0.00003594065,0.00009507675,0.00007887155,0.00007212097,0.0000124079,0.000007732372,0.0001498687,0.00000211642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918891,0.00155274,0.0001572261,0.0001191986,0.00001412155,0.0000143236,0.004709098,0.000009385066,0.001535009],"genre_scores_gemma":[0.9973029,0.0004445029,0.00008868671,0.00002529225,0.00001498348,0.000009767543,0.001903161,0.00000265651,0.0002081037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03059036,"threshold_uncertainty_score":0.06082457,"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."}}