{"id":"W7135242786","doi":"10.2196/88025","title":"ADCompanion - Remote Interdisciplinary Care for Atopic Dermatitis Using a Digital Care Companion: Protocol for a Multicenter Randomized Trial (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Protocol (science); Randomized controlled trial; Atopic dermatitis; Digital health; Health care; Telemedicine; Randomization; MEDLINE","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":[0.02721961,0.007058533,0.007948387,0.002026634,0.003554971,0.004390494,0.002776066,0.005835699,0.07367352],"category_scores_gemma":[0.02459577,0.003653153,0.006422939,0.002504881,0.004083655,0.002940852,0.002233379,0.008639055,0.01331094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005477773,"about_ca_system_score_gemma":0.01127261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002818056,"about_ca_topic_score_gemma":0.004841392,"domain_scores_codex":[0.9792292,0.01221019,0.002538543,0.001846474,0.001992827,0.002182638],"domain_scores_gemma":[0.9899065,0.002830447,0.002189717,0.001811151,0.001761672,0.001500522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9505365,0.01111671,0.0004656842,0.00455314,0.001778996,0.00006713035,0.0002504927,0.0009623057,0.001673452,0.002378375,0.0117758,0.01444145],"study_design_scores_gemma":[0.9738391,0.01370575,0.0009471196,0.0004900385,0.0005331174,0.00001878075,0.00004212592,0.0005439042,0.0003991483,0.001188576,0.008244168,0.00004828121],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007400096,0.0003320047,0.002745992,0.0003176634,0.000526102,0.9838673,0.003020116,0.0001885974,0.001602147],"genre_scores_gemma":[0.006917869,0.0001112561,0.003574479,0.0002887922,0.0001017751,0.9878033,0.0004243825,0.00001710852,0.0007609826],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07367352,"threshold_uncertainty_score":0.2464625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1419236778784367,"score_gpt":0.5574897133173015,"score_spread":0.4155660354388648,"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."}}