{"id":"W3012783426","doi":"10.2196/17802","title":"User Retention and Engagement With a Mobile App Intervention to Support Self-Management in Australians With Type 1 or Type 2 Diabetes (My Care Hub): Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Descriptive statistics; mHealth; Intervention (counseling); Self-management; Type 2 diabetes; Mobile apps; Psychology; Medicine; Psychological intervention; Diabetes mellitus; Computer science; Nursing; World Wide Web","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":[0.01069672,0.0004353107,0.0009353867,0.001059111,0.001922296,0.001407957,0.0009546226,0.0008855517,0.001676268],"category_scores_gemma":[0.01318747,0.0005533076,0.001141676,0.0008418835,0.0006749555,0.0009379761,0.001582977,0.0009091603,0.000285095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001400854,"about_ca_system_score_gemma":0.003374083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009986045,"about_ca_topic_score_gemma":0.01778819,"domain_scores_codex":[0.9953484,0.002493162,0.0003894821,0.0003973128,0.0008531102,0.0005185435],"domain_scores_gemma":[0.9938991,0.002871287,0.0009086232,0.0003556164,0.001317914,0.0006474792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.003693978,0.03749878,0.4224018,0.003595958,0.0006685575,0.00105507,0.2568266,0.0002882122,0.00443387,0.0004078741,0.001834498,0.2672948],"study_design_scores_gemma":[0.0009561603,0.07676545,0.7735835,0.001948244,0.0008362202,0.0006455677,0.1332163,0.002024734,0.002863276,0.0004768687,0.006510371,0.0001733889],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980209,0.000132091,0.0002876281,0.00007655258,0.000007015831,0.0009928687,0.00006573229,0.00000502518,0.0004122222],"genre_scores_gemma":[0.9892879,0.0005268887,0.00378879,0.0003855042,0.00003125235,0.004576514,0.0001249507,0.000006657468,0.001271664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01069672,"threshold_uncertainty_score":0.05657035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1045942197624401,"score_gpt":0.4970971623960515,"score_spread":0.3925029426336114,"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."}}