{"id":"W4410281928","doi":"10.2196/54431","title":"Evaluation of the Implementation of a Mobile Health App to Support Dutch Primary Care for Diabetes: Qualitative Study","year":2025,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Primary care; Qualitative research; Primary health care; Diabetes mellitus; Medicine; Computer science; Gerontology; Family medicine; World Wide Web; Sociology; Environmental health; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019411,0.0004735333,0.0009359006,0.001134666,0.004780734,0.00368535,0.001791927,0.001432476,0.002634038],"category_scores_gemma":[0.02586931,0.0006824775,0.0005545827,0.001566111,0.002876721,0.002134729,0.00394205,0.001491433,0.0003277233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008671583,"about_ca_system_score_gemma":0.01107903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02031668,"about_ca_topic_score_gemma":0.03550225,"domain_scores_codex":[0.9861659,0.01016375,0.0006353847,0.0008179539,0.0009752265,0.001241687],"domain_scores_gemma":[0.9719254,0.02021498,0.001892501,0.0006568477,0.002706888,0.002603462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008962927,0.0004854734,0.0105528,0.0009419571,0.00002192895,0.001250523,0.9680605,0.00005360063,0.00145744,0.0003094014,0.0008795103,0.01589729],"study_design_scores_gemma":[0.00004746064,0.0005007312,0.01316919,0.0007003503,0.0000365023,0.0003937754,0.9735656,0.0002284464,0.0005793376,0.0001061415,0.01064225,0.00003033428],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925309,0.0005711818,0.001490253,0.001098845,0.00005221368,0.001220435,0.0002770388,0.00001276362,0.00274642],"genre_scores_gemma":[0.9890693,0.000981416,0.004285214,0.001094385,0.00002320647,0.00187286,0.0002059239,0.0000364733,0.002431179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02031668,"threshold_uncertainty_score":0.1026564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1224932949851994,"score_gpt":0.5930231631530114,"score_spread":0.4705298681678121,"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."}}