{"id":"W4392214960","doi":"10.1016/j.det.2024.01.001","title":"Generalized Pustular Psoriasis, Acute Generalized Exanthematous Pustulosis, and Other Pustular Reactions","year":2024,"lang":"en","type":"article","venue":"Dermatologic Clinics","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Universität Basel","keywords":"Acute generalized exanthematous pustulosis; Medicine; Generalized pustular psoriasis; Pustulosis; Pustular psoriasis; Psoriasis; Dermatology; Etiology; Presentation (obstetrics); Immunology; Pathology; Surgery; Rheumatoid arthritis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005185722,0.0004990229,0.0009931244,0.0004007064,0.0002962662,0.0001606428,0.0001888667,0.0005546255,0.0001356169],"category_scores_gemma":[0.0003683068,0.0004129948,0.0004501691,0.0006353767,0.0002319902,0.0002360363,0.0001420974,0.0008176073,0.0004344208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138758,"about_ca_system_score_gemma":0.0002378169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008776681,"about_ca_topic_score_gemma":0.00001393976,"domain_scores_codex":[0.9967853,0.0002009315,0.001043251,0.0008888863,0.0004467494,0.0006349121],"domain_scores_gemma":[0.9979262,0.0004283127,0.0002089002,0.0008949387,0.0001355625,0.000406127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008340683,0.007769953,0.06863811,0.006773305,0.03091574,0.03728155,0.005936298,0.0003281436,0.09964142,0.3443757,0.2186369,0.1788688],"study_design_scores_gemma":[0.002840096,0.00005180054,0.001311218,0.0003126973,0.002179671,0.01169916,0.0004556583,0.005267917,0.002179083,0.002739823,0.9703619,0.0006009328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9532652,0.01015481,0.001150892,0.01184974,0.003969126,0.001721857,0.000184338,0.001995311,0.01570873],"genre_scores_gemma":[0.9521557,0.01549868,0.01508864,0.008116525,0.001055288,0.0004132762,0.0002520921,0.0003061402,0.007113674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7517251,"threshold_uncertainty_score":0.9998322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04714643275725625,"score_gpt":0.3545976168314543,"score_spread":0.307451184074198,"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."}}