{"id":"W2750558025","doi":"10.2196/mhealth.7229","title":"Developing and Evaluating JIApp: Acceptability and Usability of a Smartphone App System to Improve Self-Management in Young People With Juvenile Idiopathic Arthritis","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Versus Arthritis; University College London; National Institute for Health and Care Research","keywords":"Psychosocial; Usability; mHealth; Self-management; Medicine; Telemedicine; Health care; Psychology; Nursing; Applied psychology; Psychological intervention; Psychiatry; Computer science","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":[0.02257259,0.0006203129,0.0006270249,0.0006464355,0.001193049,0.001643123,0.0007564209,0.0008079192,0.001240661],"category_scores_gemma":[0.0302683,0.0004141949,0.001128527,0.0003266378,0.0008896764,0.001141152,0.001722184,0.0008337513,0.0002311939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451475,"about_ca_system_score_gemma":0.003189892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002445103,"about_ca_topic_score_gemma":0.004849079,"domain_scores_codex":[0.9888248,0.007548304,0.0009770729,0.0004712115,0.001335151,0.0008434261],"domain_scores_gemma":[0.9806501,0.01253604,0.001137741,0.0005401288,0.004215049,0.0009210829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.001784127,0.009976835,0.315445,0.01061495,0.0004330424,0.002520788,0.3092454,0.001170353,0.0230556,0.0005524015,0.005168948,0.3200327],"study_design_scores_gemma":[0.001045275,0.05924375,0.6533487,0.003060899,0.001160195,0.002263932,0.2336294,0.004684124,0.01539083,0.0005008574,0.02526631,0.0004056797],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929816,0.0001818135,0.00183841,0.0001963401,0.00002376279,0.00345797,0.0001230679,0.00004567503,0.001151466],"genre_scores_gemma":[0.9748868,0.0005584128,0.01689262,0.0003555001,0.00002453925,0.006413977,0.0001967343,0.00003417869,0.0006372148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02257259,"threshold_uncertainty_score":0.1193767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03480648830845208,"score_gpt":0.3738721307928899,"score_spread":0.3390656424844378,"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."}}