{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006052607,0.0004240167,0.0003974623,0.00134502,0.001939951,0.001239949,0.001054686,0.0005476444,0.002008254],"category_scores_gemma":[0.001599251,0.0003952508,0.0006697231,0.00438508,0.0005925665,0.0004517566,0.000705039,0.0008675568,0.0001671727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01878145,"about_ca_system_score_gemma":0.01927796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9881087,"about_ca_topic_score_gemma":0.9876503,"domain_scores_codex":[0.9990166,0.0000538176,0.0000488367,0.0001425446,0.0004419109,0.0002962532],"domain_scores_gemma":[0.9988003,0.0000497693,0.0003423353,0.00004181142,0.0004160237,0.0003497977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005056159,0.00002893614,0.9965826,0.00003172106,0.00006354879,0.0000494022,0.0002537611,0.00005656676,0.00009193757,0.0000753017,0.0009036093,0.001812142],"study_design_scores_gemma":[0.000006419636,0.00001466101,0.9989067,0.00002014123,0.00002485237,0.00006522051,0.0003690196,0.000146582,0.00001458548,0.00001568517,0.0004102036,0.000005862322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900596,0.001121897,0.00009124239,0.0004720805,0.0000126227,0.00006607481,0.00579988,0.000009880705,0.002366783],"genre_scores_gemma":[0.9977396,0.0005284004,0.00009418233,0.00008964052,0.000006954116,0.00001179238,0.001264507,0.000003098406,0.000262056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01878145,"threshold_uncertainty_score":0.1362696,"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."}}