{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009980191,0.0006020467,0.001092865,0.002762093,0.0004195767,0.002160472,0.001007594,0.0005126824,0.003997792],"category_scores_gemma":[0.02419845,0.0004492323,0.001677817,0.001101794,0.0002280463,0.001316911,0.002224182,0.00191464,0.001574321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009667694,"about_ca_system_score_gemma":0.002977228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001758206,"about_ca_topic_score_gemma":0.003659306,"domain_scores_codex":[0.9932069,0.001934503,0.001727406,0.0004922108,0.002355044,0.000283917],"domain_scores_gemma":[0.9842063,0.006670023,0.002088194,0.0005354517,0.005762308,0.0007377092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001549884,0.00113257,0.1722237,0.001070389,0.000682314,0.0003657047,0.0006873681,0.002164043,0.004302304,0.003552316,0.04723687,0.7650324],"study_design_scores_gemma":[0.001986746,0.002730882,0.6398333,0.002397197,0.001475053,0.004684929,0.00106055,0.0348061,0.0171644,0.009181897,0.2842682,0.0004108935],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.51771,0.009616566,0.2989858,0.01031234,0.002261172,0.03886421,0.05092748,0.01101173,0.06031071],"genre_scores_gemma":[0.4949804,0.003033668,0.4378518,0.002707015,0.0003917243,0.02003422,0.02965174,0.0006615804,0.01068787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009980191,"threshold_uncertainty_score":0.05278093,"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."}}