{"id":"W4386886950","doi":"10.1016/j.jaad.2023.08.096","title":"Development of the Generalized Pustular Psoriasis Clinical Assessment Tool","year":2023,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Janssen Pharmaceuticals; Feinstein Institutes for Medical Research; Sanofi Genzyme; Bausch Health; Galderma; Northwell Health; Celltrion; National Psoriasis Foundation; Pfizer; Biogen; Incyte; AstraZeneca; Novocure; Springworks Therapeutics; National Institutes of Health; Regeneron Pharmaceuticals; Helsinn; Castle Biosciences; Therakos; Celgene; Massachusetts General Hospital; Melanoma Research Alliance; Eli Lilly and Company; U.S. Department of Defense; Sanofi; LEO Pharma; Ortho Dermatologics; Bristol-Myers Squibb; Meiji Seika Pharma; Amgen","keywords":"Medicine; Generalized pustular psoriasis; Dermatology; Pustular psoriasis; Psoriasis; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007044019,0.0001337393,0.0009273417,0.0001978982,0.00008780418,0.000003001921,0.0004963661,0.0001100782,0.000008038256],"category_scores_gemma":[0.0004310198,0.00007380087,0.0005330875,0.0007592845,0.0005266243,0.00005624335,0.0002174211,0.0008746501,0.00000929652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001041524,"about_ca_system_score_gemma":0.0006635262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005234505,"about_ca_topic_score_gemma":8.068121e-7,"domain_scores_codex":[0.9971525,0.0004197414,0.001499273,0.000127192,0.0005613877,0.0002398718],"domain_scores_gemma":[0.9967878,0.0003320602,0.00242699,0.0002419604,0.0001126899,0.00009852921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004354281,0.00152966,0.4742277,0.0003161171,0.006156256,0.0001674276,0.001563891,0.0003616404,0.2682051,0.003272565,0.02737653,0.2163876],"study_design_scores_gemma":[0.001794223,0.00003129986,0.8936419,0.0001389692,0.0004607291,0.002601611,0.0009069528,0.0001305636,0.02188372,0.0002074056,0.07810449,0.00009812586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638675,0.0000373538,0.00007458703,0.03482658,0.0005603818,0.000187821,0.000003511469,0.00001168225,0.0004305854],"genre_scores_gemma":[0.9885956,0.0002688529,0.009493706,0.001351642,0.0001363239,0.000004362966,5.408266e-7,0.00001809019,0.000130882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4194142,"threshold_uncertainty_score":0.3799968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06147465378161966,"score_gpt":0.4182101662546722,"score_spread":0.3567355124730526,"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."}}