{"id":"W4416275993","doi":"10.2196/81830","title":"Teledermatology to Support Self-Care in Chronic Spontaneous Urticaria","year":2025,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teledermatology; Medical prescription; Disease; MEDLINE; Duration (music); Omalizumab","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006762913,0.0001532453,0.0001438302,0.0002363171,0.0004912489,0.000804688,0.0004422739,0.0007954093,0.02223461],"category_scores_gemma":[0.004147547,0.00004456494,0.0002728051,0.0001850494,0.0002529896,0.0006427486,0.000952282,0.0006948545,0.003193135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003379317,"about_ca_system_score_gemma":0.000619644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004575128,"about_ca_topic_score_gemma":0.001094844,"domain_scores_codex":[0.9996706,0.0001569984,0.00002373773,0.00003618882,0.00005164101,0.00006089768],"domain_scores_gemma":[0.9982826,0.0008234672,0.0002903723,0.00006639532,0.0001234155,0.0004138383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005196299,0.001446242,0.05630285,0.002220276,0.00009734144,0.003896349,0.002563732,0.000593434,0.002113337,0.003318974,0.08955546,0.8373724],"study_design_scores_gemma":[0.000925269,0.00400135,0.182864,0.01023751,0.0003257826,0.02618315,0.009596584,0.006496637,0.002979436,0.014616,0.7416628,0.0001114752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.560056,0.05775655,0.01432143,0.08483436,0.003664676,0.0009070778,0.001777985,0.001204309,0.2754775],"genre_scores_gemma":[0.9493825,0.01355534,0.009358186,0.01069714,0.002445076,0.0004018713,0.0004946072,0.00005253989,0.01361266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02223461,"threshold_uncertainty_score":0.07438219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005404180868627684,"score_gpt":0.2872329011548691,"score_spread":0.2818287202862414,"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."}}