{"id":"W4406690573","doi":"10.2196/56310","title":"Attitudes of German General Practitioners Toward eHealth Apps for Dementia Risk Reduction: Qualitative Interview Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universität Leipzig","keywords":"eHealth; Dementia; Psychological intervention; Qualitative research; Medicine; Psychology; Nursing; Gerontology; Disease; Health care","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":[0.009153858,0.0004481175,0.0004861282,0.001303188,0.003485938,0.002106909,0.0008334686,0.001638295,0.00180883],"category_scores_gemma":[0.01004252,0.0005760652,0.0003139518,0.002124531,0.004252477,0.001844139,0.003577397,0.001469046,0.0003030448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005502522,"about_ca_system_score_gemma":0.003478731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01643463,"about_ca_topic_score_gemma":0.0183369,"domain_scores_codex":[0.9930682,0.004946888,0.0002428319,0.0004508871,0.0003505695,0.000940726],"domain_scores_gemma":[0.9913158,0.006297552,0.0007295543,0.0002081434,0.0006290717,0.0008197626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003172609,0.0000307484,0.00657637,0.0002147382,0.000005287328,0.0008065891,0.9875344,0.00003382763,0.0006611702,0.0003545729,0.000375568,0.003375049],"study_design_scores_gemma":[0.000009576683,0.00006257939,0.006067439,0.0002478287,0.000006788969,0.0002838808,0.9867823,0.00005547797,0.0001618261,0.0001308625,0.006178766,0.00001252172],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945471,0.001048134,0.0008454842,0.001680279,0.00002835394,0.0001744456,0.0001582147,0.000008540426,0.00150948],"genre_scores_gemma":[0.9952271,0.001127343,0.0008864078,0.001252819,0.00001161226,0.0003088698,0.00009894672,0.000007967956,0.001078867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01643463,"threshold_uncertainty_score":0.04841083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2590600900180527,"score_gpt":0.6501536728655745,"score_spread":0.3910935828475218,"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."}}