{"id":"W4406833043","doi":"10.2196/60479","title":"Mobile Health App as an Auxiliary Tool in Management of Atopic Dermatitis in Children: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SCORAD; Atopic dermatitis; Medicine; Randomized controlled trial; Observational study; Mobile apps; Mann–Whitney U test; Statistical significance; Physical therapy; Intervention (counseling); Internal medicine; Disease; Nursing; Dermatology; World Wide Web","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":[0.003021986,0.00135194,0.005412686,0.000897259,0.0007780971,0.001339831,0.00132676,0.003072834,0.008007182],"category_scores_gemma":[0.004624531,0.000907404,0.003282354,0.001099054,0.00153073,0.001194395,0.0006482132,0.002776281,0.0006259713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001157139,"about_ca_system_score_gemma":0.00233581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002788574,"about_ca_topic_score_gemma":0.004967553,"domain_scores_codex":[0.9976841,0.001252751,0.0003070039,0.0002930813,0.0002066579,0.0002563238],"domain_scores_gemma":[0.9976723,0.00104322,0.0005446665,0.0001440109,0.0001824213,0.0004133966],"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":[0.9734014,0.008681546,0.0005634159,0.003259135,0.001761195,0.00004993176,0.00005997162,0.00008861887,0.0006003543,0.00007694497,0.0003406004,0.01111683],"study_design_scores_gemma":[0.9565032,0.04073814,0.001140851,0.0001623257,0.0009028554,0.00001532873,0.00002600029,0.0001040139,0.0001127535,0.00003663667,0.0002488608,0.000008934147],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9421516,0.02472312,0.001049705,0.001040743,0.001808717,0.02551337,0.001500704,0.0001919265,0.002020129],"genre_scores_gemma":[0.9282963,0.01451856,0.004835088,0.001379786,0.00151757,0.04602491,0.000760632,0.00002567167,0.002641436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008007182,"threshold_uncertainty_score":0.02678663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005132801556709078,"score_gpt":0.3070437137847106,"score_spread":0.3019109122280015,"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."}}