{"id":"W4417419156","doi":"10.1093/ced/llaf534","title":"Clinical phenotypes of 504 patients with pustular psoriasis from Europe and Egypt: a multicentre observational study","year":2025,"lang":"en","type":"article","venue":"Clinical and Experimental Dermatology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"European Academy of Dermatology and Venereology; LEO Pharma; Galderma; Celgene; Universität Zürich; Eli Lilly and Company","keywords":"Observational study; Psoriasis; Pustular psoriasis; Clinical phenotype; Phenotype; Generalized pustular psoriasis","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":[0.0006131115,0.0004336156,0.0006684618,0.001175462,0.0007230851,0.0008565717,0.0005197912,0.0006852481,0.001725762],"category_scores_gemma":[0.00170528,0.0004723827,0.0004900582,0.002004803,0.0003727427,0.0007021975,0.000926339,0.000493024,0.0004257482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006724781,"about_ca_system_score_gemma":0.000366864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006649253,"about_ca_topic_score_gemma":0.005004124,"domain_scores_codex":[0.9994462,0.0001229103,0.00008531286,0.0001636849,0.00008228097,0.0000995072],"domain_scores_gemma":[0.9989956,0.0001449485,0.0004579906,0.0001055046,0.0001004322,0.0001955809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001678478,0.00004562132,0.9981515,0.0000152564,0.00005452279,0.0002968796,0.0002161598,0.00002696195,0.0001267027,0.00001007715,0.0001095049,0.0007789376],"study_design_scores_gemma":[0.00002586216,0.00009237822,0.9981832,0.00001224455,0.00003727871,0.0007569882,0.0005626298,0.00008140485,0.00003089532,0.00001117992,0.0002002528,0.000005766535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999409,0.00008289073,0.00002627163,0.00001364776,0.000001167094,0.00001139764,0.000298706,0.000001377054,0.0001554745],"genre_scores_gemma":[0.9990202,0.0001055755,0.00005491444,0.00004458883,0.000005441768,0.00002131333,0.0006637658,0.000001710954,0.00008239452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006649253,"threshold_uncertainty_score":0.01322109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04518781083832319,"score_gpt":0.3337583247291255,"score_spread":0.2885705138908023,"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."}}