{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03266747,0.006253483,0.01212288,0.003251284,0.004221974,0.005251483,0.003191039,0.007670359,0.1392008],"category_scores_gemma":[0.03466603,0.003396761,0.005802958,0.00415405,0.00336532,0.003656244,0.002312518,0.009425483,0.01899056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00607582,"about_ca_system_score_gemma":0.01699107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003992324,"about_ca_topic_score_gemma":0.007219009,"domain_scores_codex":[0.980765,0.01046494,0.002425957,0.001671161,0.002520504,0.002152321],"domain_scores_gemma":[0.985908,0.004386794,0.002833001,0.001804954,0.003548199,0.001519033],"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":[0.77276,0.02453817,0.0009930569,0.06277151,0.003652317,0.0003709994,0.0009314567,0.002582368,0.002595592,0.007877067,0.04681188,0.07411564],"study_design_scores_gemma":[0.921034,0.0205471,0.001812233,0.007510756,0.001179173,0.00005227642,0.0002482337,0.001771846,0.0008497671,0.003677108,0.04118556,0.0001318501],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00058005,0.0001443323,0.0004950328,0.00008726249,0.0002043969,0.9973373,0.0006625282,0.00006570473,0.0004233715],"genre_scores_gemma":[0.0004320821,0.00005271767,0.000658643,0.00005738111,0.00001644227,0.998549,0.00004037281,0.000002679117,0.0001905658],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1392008,"threshold_uncertainty_score":0.4656732,"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."}}