{"id":"W4361191287","doi":"10.1089/derm.2022.0088","title":"Generalized Bullous Fixed Drug Eruption","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; China; Drug eruption; Dermatology; Chai; Family medicine; Drug; History; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000702267,0.00009951049,0.0001718484,0.0001845915,0.00009178913,0.00001911766,0.00004575415,0.00005472025,0.0001459648],"category_scores_gemma":[0.00007505147,0.00009758661,0.00008871531,0.0004064472,0.00002471968,0.0001048859,0.00002665067,0.0001273299,0.003765858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009151148,"about_ca_system_score_gemma":0.00005524533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001971574,"about_ca_topic_score_gemma":0.00004395925,"domain_scores_codex":[0.9991713,0.00003082697,0.0001806082,0.0001521525,0.0002193519,0.0002457483],"domain_scores_gemma":[0.9994819,0.00004073672,0.00004612303,0.0002508191,0.00005134472,0.0001291424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005687852,0.000245161,0.005752087,0.000353412,0.0003216565,0.001598912,0.00375284,0.0003108521,0.04914628,0.004073028,0.7732522,0.1611879],"study_design_scores_gemma":[0.001231338,0.000005963652,0.3432861,0.00007181832,0.00007197245,0.0003415228,0.0002496322,0.0019015,0.00427399,0.0002465666,0.6481718,0.0001478572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9137723,0.00004692841,0.0001640714,0.01882708,0.000910272,0.0003859228,0.00003407128,0.0009756973,0.06488369],"genre_scores_gemma":[0.981692,0.0001806588,0.0006894586,0.002308951,0.0002684372,0.00005116141,0.0002929512,0.00003090041,0.01448544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.337534,"threshold_uncertainty_score":0.9970098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02375521109024197,"score_gpt":0.2867109610101334,"score_spread":0.2629557499198914,"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."}}