{"id":"W4365813762","doi":"10.1016/j.jdin.2023.04.002","title":"The burden of palmoplantar pustulosis: A Canadian population-based study of inpatient care, emergency departments, and outpatient clinics","year":2023,"lang":"en","type":"article","venue":"JAAD International","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Calgary Laboratory Services; McMaster University; Impact; University of Calgary; St. Joseph’s Healthcare Hamilton; Programs for Assessment of Technology in Health Research Institute","funders":"Sanofi Genzyme; LEO Pharma; Galderma; Regeneron Pharmaceuticals; Hamilton Health Sciences; Pfizer; McMaster University; Boehringer Ingelheim; Valeant Pharmaceuticals International; Sanofi","keywords":"Medicine; Palmoplantar pustulosis; Emergency department; Emergency medicine; Cohort; Incidence (geometry); Medical prescription; Diagnosis code; Population; Psoriasis; Internal medicine; Environmental health; Dermatology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001199975,0.0000941199,0.000134953,0.0001606514,0.0001366234,0.000004359443,0.000155722,0.00007003854,0.00009219196],"category_scores_gemma":[0.00005742406,0.00007100232,0.00005256489,0.000112746,0.00002196996,0.0000252013,0.00003810464,0.0000516988,0.00002273464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006427416,"about_ca_system_score_gemma":0.00006441979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03285098,"about_ca_topic_score_gemma":0.03520473,"domain_scores_codex":[0.9991624,0.00009550864,0.0003736893,0.0001511177,0.00007854615,0.0001387622],"domain_scores_gemma":[0.999413,0.0001100564,0.000171717,0.0001471637,0.0001354434,0.00002262474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001273948,0.0001573655,0.9869892,0.000009372687,0.0004592743,0.000002279417,0.002979667,0.0001995887,0.00007887042,0.0001018584,0.0006329945,0.008262153],"study_design_scores_gemma":[0.001681009,0.0005560248,0.98673,0.00001647169,0.0001148922,9.459698e-7,0.004862183,0.0001152458,0.0004536313,0.000055565,0.0053144,0.00009958943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968711,0.0004906326,8.63579e-7,0.00009886571,0.001579506,0.000320087,0.0003859242,0.00001242418,0.0002405837],"genre_scores_gemma":[0.9985033,0.00011023,0.000008116259,0.00000866393,0.00002892817,0.00006475118,0.0009113025,0.000007000691,0.0003577443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008162564,"threshold_uncertainty_score":0.9824003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01694185638641801,"score_gpt":0.2717478754038907,"score_spread":0.2548060190174727,"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."}}