{"id":"W4312363750","doi":"10.2196/41076","title":"Mobile Health Apps for the Control and Self-management of Type 2 Diabetes Mellitus: Qualitative Study on Users’ Acceptability and Acceptance","year":2022,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Provincie Overijssel","keywords":"Thematic analysis; Data collection; Focus group; Coaching; Diabetes management; Medicine; Self-management; Qualitative research; Health care; Medical education; Applied psychology; Psychology; Nursing; Diabetes mellitus; Type 2 diabetes; Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003619292,0.0002097005,0.0005434382,0.00008090858,0.002118074,0.00001036376,0.0002611213,0.00005673879,0.0001308932],"category_scores_gemma":[0.00006628201,0.0001612977,0.00005113345,0.000363233,0.0001155811,0.0000682313,0.000206018,0.0004456551,0.000005812702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001896588,"about_ca_system_score_gemma":0.0002210771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000453807,"about_ca_topic_score_gemma":0.0000270009,"domain_scores_codex":[0.9961343,0.001487833,0.0008165266,0.0005273405,0.0003031826,0.0007308009],"domain_scores_gemma":[0.9946799,0.003806164,0.0005304636,0.0005933081,0.0001457268,0.0002444519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007086211,0.005420314,0.4143909,0.01175521,0.0007974551,3.322352e-7,0.2763555,0.00007257303,0.00003412034,0.02063731,0.02095435,0.2488733],"study_design_scores_gemma":[0.006079348,0.00780306,0.3235571,0.0001143978,0.0001430782,5.063625e-8,0.4181015,0.0009507164,0.000007987727,0.002601969,0.240306,0.000334803],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955928,0.008523053,0.00002658557,0.001698705,0.0002723126,0.0329085,0.0004027086,0.00009554545,0.0001445933],"genre_scores_gemma":[0.8548852,0.001017874,0.0002620936,0.002236445,0.00004452872,0.1414276,0.00002277672,0.00002700133,0.00007646235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2485385,"threshold_uncertainty_score":0.999181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03773375221106412,"score_gpt":0.4351541085397423,"score_spread":0.3974203563286782,"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."}}