{"id":"W4392965964","doi":"10.2196/56276","title":"Service Users’ Experiences of a Nationwide Digital Type 2 Diabetes Self-Management Intervention (Healthy Living): Qualitative Interview Study","year":2024,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Qualitative research; Intervention (counseling); Service (business); Self-management; Self-service; Gerontology; Psychology; Nursing; Medicine; Computer science; Sociology; Business; Computer security","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":[0.01023183,0.0005788827,0.0007914082,0.001298834,0.007022773,0.003168907,0.001552526,0.001526091,0.003348359],"category_scores_gemma":[0.01176028,0.0006392481,0.0005482438,0.0018431,0.004673919,0.00279574,0.005527925,0.002364978,0.0004465443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005202683,"about_ca_system_score_gemma":0.004523825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01182743,"about_ca_topic_score_gemma":0.01758453,"domain_scores_codex":[0.993989,0.004058407,0.0001938737,0.0002608458,0.0003945362,0.001103322],"domain_scores_gemma":[0.9897496,0.006897911,0.0006874371,0.0001997557,0.001053486,0.001411864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003894828,0.00006222612,0.003132594,0.0001101003,0.000003971009,0.0004150035,0.9919631,0.00002075846,0.0005664043,0.0002779989,0.0003399439,0.003068793],"study_design_scores_gemma":[0.000003549558,0.00007541347,0.001755058,0.00007742275,0.000003085919,0.00008422004,0.9948003,0.0000603329,0.0001618732,0.00007030555,0.002900749,0.000007651938],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942801,0.0002656181,0.001130329,0.001154645,0.00003101497,0.0002746379,0.0001725304,0.0000168537,0.002674246],"genre_scores_gemma":[0.9949892,0.0005537602,0.0009540191,0.0008232497,0.0000175013,0.0005683763,0.0001233271,0.00002559601,0.001944874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01182743,"threshold_uncertainty_score":0.05411178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03097564470729429,"score_gpt":0.3679347082650005,"score_spread":0.3369590635577062,"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."}}