{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003228095,0.00018686,0.0002274318,0.0002125863,0.0005733222,0.0000200869,0.0002860755,0.0001293923,0.00009717591],"category_scores_gemma":[0.0002114977,0.0001254914,0.00006823395,0.0002627827,0.00004319772,0.00004475765,0.0000486218,0.0001626588,0.00001718342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002129872,"about_ca_system_score_gemma":0.0001905594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04010085,"about_ca_topic_score_gemma":0.128286,"domain_scores_codex":[0.9984043,0.0005596413,0.0004399592,0.000202837,0.0001419287,0.0002513888],"domain_scores_gemma":[0.9987665,0.0003172786,0.0002769304,0.0002884371,0.0003063434,0.00004445323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006732916,0.0008720886,0.984796,0.00001218981,0.001601335,0.000009541291,0.004869746,0.001208069,0.00002758197,0.00006248913,0.001046938,0.004820727],"study_design_scores_gemma":[0.00953886,0.002956984,0.9731821,0.00004681202,0.0003436448,5.84755e-7,0.006202955,0.0004149054,0.0002399132,0.00004604171,0.006724092,0.0003030864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968216,0.0001640388,0.000004039379,0.00025643,0.001491473,0.0006952064,0.0004336067,0.00004746628,0.00008612296],"genre_scores_gemma":[0.994997,0.00003304576,0.00002598245,0.00005125653,0.00003169727,0.0002372766,0.004044648,0.00002007141,0.0005590831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08818518,"threshold_uncertainty_score":0.9662912,"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."}}