{"id":"W3021503610","doi":"10.2196/16692","title":"User Experiences With a Type 2 Diabetes Coaching App: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Diabetes Victoria; National Health and Medical Research Council; Roche Diabetes Care; Deakin University; Diabetes Australia; Bupa Foundation","keywords":"Disengagement theory; Context (archaeology); Coaching; Diabetes management; Self-management; mHealth; Type 2 diabetes; Health coaching; Psychology; Medicine; Applied psychology; Diabetes mellitus; Nursing; Gerontology; Computer science; Psychological intervention; Psychotherapist","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":[],"consensus_categories":[],"category_scores_codex":[0.0007806653,0.0002552464,0.0004828825,0.00007508872,0.001109842,0.00002159453,0.0003042922,0.000125115,0.000522026],"category_scores_gemma":[0.0002875871,0.0001918795,0.00003833255,0.0007152676,0.000112799,0.0001982181,0.000112522,0.0006772747,0.0005751849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006518474,"about_ca_system_score_gemma":0.0004196586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004611989,"about_ca_topic_score_gemma":0.00005674575,"domain_scores_codex":[0.9963957,0.001064871,0.000652722,0.0005645703,0.0003561374,0.0009659967],"domain_scores_gemma":[0.9971459,0.001258692,0.0003260833,0.0003710576,0.0002236418,0.0006746631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007877093,0.0003029252,0.3006335,0.0006233925,0.00005002958,0.000001132683,0.679401,0.000002748356,0.000134128,0.0006183353,0.01633627,0.001817667],"study_design_scores_gemma":[0.001423476,0.001676643,0.01909588,0.0001490953,0.00003345975,3.931592e-8,0.8988236,0.0002028004,0.00007252621,0.0000880159,0.07809495,0.0003395358],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879356,0.0003573546,0.00003048758,0.003121191,0.0001913057,0.006441425,0.00001948089,0.0003722686,0.001530909],"genre_scores_gemma":[0.9538921,0.00001252654,0.0003931633,0.008394381,0.000358744,0.03659955,0.00003401662,0.00004630031,0.0002692266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2815377,"threshold_uncertainty_score":0.8536116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06780934566310683,"score_gpt":0.462845137903432,"score_spread":0.3950357922403251,"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."}}