{"id":"W4408665420","doi":"10.1007/s43678-025-00883-9","title":"Just the facts: diagnosis and management of generalized pustular psoriasis","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa; SKiN Health; University of Calgary; Probity Medical Research; Health Sciences Centre; Queen's University; Women's College Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Generalized pustular psoriasis; Dermatology; Psoriasis; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001849013,0.0005721448,0.001324428,0.001158214,0.001610762,0.002269364,0.0006189056,0.002938592,0.00108467],"category_scores_gemma":[0.008882221,0.0003215932,0.0004903764,0.000622202,0.001217438,0.002717342,0.0009137361,0.006007088,0.0003334571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169048,"about_ca_system_score_gemma":0.002055158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003177736,"about_ca_topic_score_gemma":0.00699995,"domain_scores_codex":[0.9978986,0.0007322169,0.0002915062,0.0001367957,0.0006964391,0.0002445326],"domain_scores_gemma":[0.9979554,0.0007724275,0.0003070614,0.0000639613,0.0004523563,0.0004488057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008951346,0.0007696688,0.06731864,0.001569948,0.0001746327,0.07296199,0.001388473,0.001122852,0.002740893,0.006125162,0.1555653,0.6893674],"study_design_scores_gemma":[0.0006267828,0.001957786,0.1560461,0.01107598,0.0005827638,0.4802228,0.01315353,0.00511955,0.002134781,0.04823938,0.280461,0.0003795372],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.07888886,0.4488781,0.01040769,0.4106158,0.01438117,0.0001891012,0.0001814847,0.000202851,0.03625498],"genre_scores_gemma":[0.6953685,0.1850514,0.01189255,0.05268348,0.05095243,0.0001014185,0.0002628523,0.00005913142,0.003628256],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.003177736,"threshold_uncertainty_score":0.009778619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06185546310809555,"score_gpt":0.3083934521219404,"score_spread":0.2465379890138449,"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."}}