{"id":"W4388916822","doi":"10.2196/49278","title":"A Mobile Health App for Facilitating Disease Management in Children With Atopic Dermatitis: Feasibility and Impact Study","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atopic dermatitis; Medicine; Mobile apps; Observational study; App store; Rating scale; Quality of life (healthcare); Disease management; Disease; Smartphone app; Physical therapy; Family medicine; Psychology; Nursing; World Wide Web; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001398024,0.000199865,0.0005188236,0.0002650172,0.0001302152,0.0000142312,0.00008097119,0.00005764928,0.00001346631],"category_scores_gemma":[0.00003937037,0.0001597146,0.00007028053,0.0003174391,0.0001278872,0.00008196259,0.00007374183,0.0001251015,0.00001996782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006806375,"about_ca_system_score_gemma":0.0001180853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002422526,"about_ca_topic_score_gemma":0.00004659903,"domain_scores_codex":[0.9984348,0.0001733698,0.0003659239,0.0004276917,0.0001325824,0.0004656108],"domain_scores_gemma":[0.9991485,0.0001131099,0.0000833692,0.0003443846,0.00003082981,0.0002798277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001850407,0.0006454297,0.9893237,0.0006633064,0.0002006633,0.0003784595,0.001169562,0.00001349647,2.23451e-7,0.00004362382,0.003802211,0.003574233],"study_design_scores_gemma":[0.005350922,0.0004286799,0.9902045,0.00006953398,0.00007350055,0.0005589958,0.00212695,0.0004794966,0.000001284638,0.000392317,0.0001770037,0.0001368702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900694,0.001423925,0.00006178462,0.000497875,0.00002328515,0.00761323,0.00006839251,0.0001851156,0.0000569831],"genre_scores_gemma":[0.995074,0.00007764455,0.0001945542,0.0005630402,0.000009533399,0.003849593,0.0001583471,0.00001866578,0.00005457506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005165881,"threshold_uncertainty_score":0.6512973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0214089189973191,"score_gpt":0.3577247957424053,"score_spread":0.3363158767450862,"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."}}