{"id":"W4411846976","doi":"10.1093/skinhd/vzaf051","title":"Topical steroid withdrawal: self-diagnosis, unconscious bias and social media","year":2025,"lang":"en","type":"article","venue":"Skin Health and Disease","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"School of Psychology, Cardiff University; Cardiff University","keywords":"Medicine; Social media; Misinformation; Specialty; Family medicine; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001363757,0.0001888463,0.0003871835,0.0001224592,0.0002983063,0.00003906232,0.00005961455,0.00007329557,0.0000519011],"category_scores_gemma":[0.0006600429,0.0001663693,0.0000715799,0.0001433998,0.0001849178,0.00004873996,0.00009637481,0.0001520528,0.000008390147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008220647,"about_ca_system_score_gemma":0.001775761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008255223,"about_ca_topic_score_gemma":0.00005159874,"domain_scores_codex":[0.9985825,0.0001112411,0.0003233678,0.0003721139,0.0002194528,0.0003913249],"domain_scores_gemma":[0.9981744,0.0002974801,0.00007651027,0.0002241753,0.00005401292,0.001173376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009815311,0.0006918669,0.892004,0.002345913,0.00007420616,0.0001614295,0.001791574,1.365255e-7,8.70574e-7,0.002372027,0.06093847,0.03863798],"study_design_scores_gemma":[0.003348374,0.0001667791,0.9508706,0.0002761086,0.0002031733,0.00001369544,0.0006255428,0.00004681927,0.000005147061,0.00233174,0.04192393,0.0001880466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9233387,0.03635446,0.00001421043,0.03860975,0.0002740268,0.0007297595,0.00007004791,0.0002328924,0.0003761801],"genre_scores_gemma":[0.9811202,0.00130034,0.0001746822,0.0168272,0.0002040584,0.0001074436,0.00008095285,0.00001743387,0.0001676941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05886665,"threshold_uncertainty_score":0.6784344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789395667111851,"score_gpt":0.2990502548030805,"score_spread":0.281156298131962,"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."}}