{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004814475,0.0006087846,0.000633181,0.001082835,0.0009071732,0.0008800602,0.0005102234,0.0006862002,0.002832891],"category_scores_gemma":[0.009189126,0.0004461255,0.001211247,0.0004657659,0.0006983991,0.00111686,0.001115222,0.000962257,0.0004754544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008077945,"about_ca_system_score_gemma":0.002595601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003607312,"about_ca_topic_score_gemma":0.006081029,"domain_scores_codex":[0.9972417,0.001252156,0.0002546701,0.0002061736,0.000622045,0.0004232165],"domain_scores_gemma":[0.995298,0.002327129,0.0006408649,0.0002293071,0.0007950242,0.0007097017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.008813934,0.1414258,0.6487458,0.002894839,0.0004184233,0.004482969,0.01861909,0.0003856313,0.005779636,0.0004762583,0.00267648,0.1652812],"study_design_scores_gemma":[0.005536654,0.1570638,0.8048536,0.0005651133,0.0006102631,0.004164151,0.01714829,0.001469818,0.001809069,0.0001591705,0.006505789,0.0001142883],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950314,0.0001345662,0.000229548,0.0001056927,0.00001129123,0.003339909,0.000189996,0.00001318921,0.0009444194],"genre_scores_gemma":[0.9872007,0.0006819945,0.004976776,0.0002008088,0.00003292358,0.006007385,0.000272672,0.000008771576,0.0006179125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004814475,"threshold_uncertainty_score":0.02546167,"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."}}