{"id":"W4414973762","doi":"10.1007/s13555-025-01535-7","title":"Considerations for Treating Generalized Pustular Psoriasis (GPP): A Narrative Review","year":2025,"lang":"en","type":"review","venue":"Dermatology and Therapy","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Centre de Recherche Dermatologique du Québec Métropolitain; Centre de Recherche Industrielle du Québec; Women's College Hospital; Hospital for Sick Children; Dermatrials Research; Health Sciences Centre; Ottawa Hospital; McGill University; University of Ottawa; Sunnybrook Health Science Centre; Quest University Canada; Queen's University; Probity Medical Research; University of British Columbia; McMaster University; SKiN Health; University of Calgary; Lynde Centre for Dermatology; University of Toronto","funders":"Boehringer Ingelheim","keywords":"Generalized pustular psoriasis; Psoriasis; Narrative review; Biologic Agents; Plaque psoriasis; Pathogenesis","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":[0.0008952752,0.0008501682,0.001146057,0.002516905,0.0004178106,0.001419319,0.0009487275,0.001446115,0.004855408],"category_scores_gemma":[0.002178386,0.0002622398,0.0007749319,0.001927906,0.0005288898,0.001814498,0.0007839227,0.002297578,0.001662116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007116965,"about_ca_system_score_gemma":0.00167228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105977,"about_ca_topic_score_gemma":0.002254426,"domain_scores_codex":[0.9996527,0.00008207592,0.00006948477,0.00005654736,0.0001153216,0.00002385229],"domain_scores_gemma":[0.9989986,0.0005964689,0.0001439954,0.00001933579,0.0001822822,0.00005936304],"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":[0.00005927073,0.00005790259,0.0001237695,0.05668399,0.000119971,0.0003965898,0.00015722,0.000325278,0.0007173643,0.005932398,0.08186732,0.8535589],"study_design_scores_gemma":[0.00001428216,0.00005836858,0.0003277929,0.02483617,0.0001853978,0.002269581,0.0001137814,0.00005732047,0.0001194918,0.002346039,0.9696518,0.00002003296],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003379195,0.998307,0.00007420527,0.0006512991,0.0003693533,0.000004526991,0.000009659522,0.000004716726,0.0005455211],"genre_scores_gemma":[0.0003176743,0.9983872,0.0001746768,0.0005421191,0.000301308,0.000006344183,0.00001542672,0.000001329615,0.0002540226],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004855408,"threshold_uncertainty_score":0.01624292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04927849051615285,"score_gpt":0.3358533445554728,"score_spread":0.2865748540393199,"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."}}