{"id":"W2883493213","doi":"10.2196/mhealth.8146","title":"Using Mobile Health to Enhance Outcomes of Noncommunicable Diseases Care in Rural Settings and Refugee Camps: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"United Nations Relief and Works Agency for Palestine Refugees; Ministry of Public Health","keywords":"mHealth; Medicine; Psychological intervention; Randomized controlled trial; eHealth; Environmental health; Health care; Intervention (counseling); Rural health; Refugee; Disadvantaged; Rural area; Gerontology; Family medicine; Nursing; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003759499,0.001772414,0.004717892,0.001049684,0.001069306,0.001496321,0.001421009,0.002918027,0.00985308],"category_scores_gemma":[0.004669757,0.0008162732,0.003487093,0.001082525,0.0016101,0.001358367,0.0009790199,0.002678148,0.0006848962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001275309,"about_ca_system_score_gemma":0.002617167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002868784,"about_ca_topic_score_gemma":0.00482637,"domain_scores_codex":[0.9975466,0.001327368,0.0002857001,0.0003468557,0.0001649308,0.0003284764],"domain_scores_gemma":[0.9978449,0.0007756907,0.0005351226,0.000138867,0.0002049746,0.0005004334],"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":[0.9638395,0.01862189,0.0004701008,0.003508176,0.002082206,0.00003578726,0.000069601,0.0001429058,0.0003917486,0.00009378199,0.0004034673,0.01034081],"study_design_scores_gemma":[0.9598643,0.03805057,0.000757172,0.0001468205,0.0006816755,0.000005298717,0.00003085992,0.0001158882,0.0000780897,0.00005261673,0.000209598,0.000007185462],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9140176,0.01450023,0.001434213,0.001658005,0.002619923,0.06062886,0.001927318,0.0002794653,0.00293438],"genre_scores_gemma":[0.9050256,0.007632396,0.004459382,0.001673404,0.001223625,0.07631388,0.0006900893,0.00002318674,0.002958374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00985308,"threshold_uncertainty_score":0.03296191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04108753983014754,"score_gpt":0.4949186251734946,"score_spread":0.453831085343347,"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."}}