{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01242077,0.0001902585,0.0002764709,0.001879617,0.001204994,0.002786605,0.0004777794,0.0007178803,0.001665467],"category_scores_gemma":[0.06138364,0.0002398592,0.000269491,0.0009999336,0.003061794,0.002065613,0.002167073,0.0008737581,0.0001942065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103732,"about_ca_system_score_gemma":0.0007838786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002288412,"about_ca_topic_score_gemma":0.001706645,"domain_scores_codex":[0.9813145,0.01275691,0.001311111,0.0006632968,0.003317884,0.0006363263],"domain_scores_gemma":[0.8819271,0.09228145,0.01916316,0.002606409,0.003101099,0.0009207043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003758691,0.0001390126,0.6581199,0.0008986355,0.0001231795,0.001782289,0.2454315,0.00009948909,0.001860128,0.00219714,0.001740703,0.0872321],"study_design_scores_gemma":[0.00003805432,0.000416961,0.5557663,0.001791828,0.0001424254,0.007551672,0.4114996,0.00172693,0.002366988,0.004731048,0.01383599,0.0001321206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907277,0.001011202,0.000886369,0.003101217,0.0000393674,0.00004424651,0.00005227802,0.00001030862,0.004127407],"genre_scores_gemma":[0.9989898,0.0003369941,0.0001361255,0.0003442467,0.00004454548,0.00001230314,0.00001420708,0.000002860689,0.0001190275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01242077,"threshold_uncertainty_score":0.06568813,"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."}}