{"id":"W4365517559","doi":"10.1016/j.jdin.2023.03.012","title":"The burden associated with generalized pustular psoriasis: A Canadian population-based study of inpatient care, emergency departments, and hospital- or community-based outpatient clinics","year":2023,"lang":"en","type":"article","venue":"JAAD International","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Calgary Laboratory Services; McMaster University; Programs for Assessment of Technology in Health Research Institute; St. Joseph’s Healthcare Hamilton; Impact","funders":"LEO Pharma; Bausch Health; Sanofi Genzyme; Incyte; Valeant Pharmaceuticals International; Sun Pharma; Regeneron Pharmaceuticals; McMaster University; Dermira; Hamilton Health Sciences; Edwards Lifesciences; Amgen; Boehringer Ingelheim; Novo Nordisk; Teva Pharmaceutical Industries; Sanofi; GlaxoSmithKline; Pfizer; Celgene; Galderma; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Incidence (geometry); Emergency department; Psoriasis; Population; Medical prescription; Emergency medicine; Outpatient visits; Pediatrics; Health care; Environmental health; Psychiatry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006155866,0.0005423023,0.0005753754,0.00157833,0.002110878,0.001348905,0.001171994,0.0007912853,0.001663875],"category_scores_gemma":[0.001863783,0.0005077222,0.0009278874,0.005096647,0.0006843024,0.0005929159,0.0009482178,0.001188916,0.0001620021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01980055,"about_ca_system_score_gemma":0.01739658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9854249,"about_ca_topic_score_gemma":0.9839479,"domain_scores_codex":[0.998762,0.00006342598,0.00006734406,0.0001866022,0.0005578673,0.0003626297],"domain_scores_gemma":[0.9986791,0.00005338736,0.0003778112,0.0000437553,0.0004524905,0.0003932986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006740513,0.00003582704,0.996709,0.00003505824,0.00009398111,0.00006842366,0.0002652638,0.00005195414,0.00008401754,0.00005831442,0.000782551,0.001748202],"study_design_scores_gemma":[0.000008841849,0.00001544632,0.999051,0.00001800365,0.00002901764,0.00008259965,0.0003263215,0.0001516114,0.000009012344,0.00001635104,0.0002843779,0.000007298495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918468,0.001334065,0.00008585575,0.0005246561,0.00001417525,0.00006337825,0.00410827,0.00001020754,0.00201249],"genre_scores_gemma":[0.9974606,0.0006479763,0.0001231283,0.0001466142,0.00001200299,0.0000145776,0.001382416,0.00000411129,0.0002084226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01980055,"threshold_uncertainty_score":0.1436637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02433677021105333,"score_gpt":0.2771207294079712,"score_spread":0.2527839591969178,"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."}}