{"id":"W4380202343","doi":"10.1186/s12913-023-09571-9","title":"Implementing a text message-based intervention to support type 2 diabetes medication adherence in primary care: a qualitative study with general practice staff","year":2023,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"NIHR Oxford Biomedical Research Centre; Programme Grants for Applied Research; University of Oxford; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Medicine; Thematic analysis; Focus group; Nursing; Intervention (counseling); Short Message Service; Summit; Health informatics; Psychological intervention; Qualitative research; Medical education; Public health; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01483234,0.0007059634,0.000888689,0.001267125,0.00794935,0.002801099,0.002106086,0.002661814,0.002477721],"category_scores_gemma":[0.01960228,0.0008836616,0.0005928235,0.001575331,0.006434081,0.001737043,0.003711872,0.002005887,0.0004046502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007045524,"about_ca_system_score_gemma":0.007736208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01565708,"about_ca_topic_score_gemma":0.02480662,"domain_scores_codex":[0.9888036,0.00809755,0.0003561483,0.0006048249,0.0005995551,0.00153843],"domain_scores_gemma":[0.9784953,0.0165271,0.001275004,0.0005162935,0.001268807,0.001917479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000657302,0.000201286,0.002709792,0.0003818109,0.000006891696,0.0008348334,0.9856543,0.00002989283,0.001005976,0.0001526353,0.0003552702,0.008601489],"study_design_scores_gemma":[0.00003972653,0.0006636982,0.004944575,0.0003929092,0.00001603906,0.0002862622,0.9878194,0.00006350298,0.0004116817,0.0001380155,0.005205998,0.00001815924],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936792,0.000752085,0.001593799,0.001440373,0.00006737754,0.0006323926,0.00009355703,0.00002643265,0.001714719],"genre_scores_gemma":[0.9901047,0.001062855,0.002983664,0.001978538,0.00003729063,0.001052394,0.00007306647,0.00002968193,0.002677753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01565708,"threshold_uncertainty_score":0.0784418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1285274299134738,"score_gpt":0.586622072451592,"score_spread":0.4580946425381183,"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."}}