{"id":"W2604822181","doi":"10.2196/resprot.7272","title":"A Mobile App for Chronic Disease Self-Management: Protocol for a Randomized Controlled Trial","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Heart, Lung, and Blood Institute","keywords":"Health literacy; Medicine; Intervention (counseling); Coping (psychology); Health care; Randomized controlled trial; Self-management; Stress management; Physical therapy; Nursing; Psychiatry; Clinical psychology","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006702242,0.0003199696,0.001192361,0.0003206197,0.001324896,0.0008110285,0.001391288,0.0001530242,0.0006028378],"category_scores_gemma":[0.0009385681,0.0002465789,0.001226839,0.000115407,0.0004822221,0.000380981,0.0003785167,0.0003354466,0.0003813851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003832454,"about_ca_system_score_gemma":0.0003857177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000930409,"about_ca_topic_score_gemma":0.000007480189,"domain_scores_codex":[0.9947609,0.001041899,0.001252626,0.0008407952,0.0007258282,0.00137801],"domain_scores_gemma":[0.9952451,0.001329597,0.0006760514,0.001761483,0.0004595814,0.0005281855],"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":[0.8963702,0.006509657,0.000002839204,0.004497004,0.0003618094,0.00001253504,0.0001087442,3.25881e-7,0.000001830056,0.04515653,0.03563708,0.01134141],"study_design_scores_gemma":[0.601195,0.006730433,0.000006329061,0.001239452,0.00001575455,4.609583e-7,0.00001674461,0.0001670187,0.00001422051,0.01252167,0.3779478,0.0001450965],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00001690922,0.00000325088,0.0005648244,0.0004388651,0.00009716713,0.968084,0.0001318599,0.000206764,0.03045638],"genre_scores_gemma":[0.000732409,6.279022e-8,0.0005630361,0.000030253,0.0006901696,0.9443383,0.00001856254,0.0000872508,0.05353994],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3423108,"threshold_uncertainty_score":0.9999986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1933790895476718,"score_gpt":0.6273207552501148,"score_spread":0.433941665702443,"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."}}