{"id":"W4402769158","doi":"10.2196/59865","title":"Development of a Tablet-Based Outpatient Care Application for People With Dementia: Interview and Workshop Study","year":2024,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gemeinsame Bundesausschuss","keywords":"Preprint; Dementia; Psychology; Medicine; Gerontology; Computer science; World Wide Web","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":[0.01441136,0.0007679471,0.0007703732,0.001519623,0.006016194,0.00260037,0.00175786,0.001910533,0.002120759],"category_scores_gemma":[0.01693995,0.0006784772,0.0005828795,0.001237586,0.002994095,0.002376146,0.004474258,0.002612741,0.0005912019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003124635,"about_ca_system_score_gemma":0.004004932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003104709,"about_ca_topic_score_gemma":0.005430378,"domain_scores_codex":[0.9920291,0.005669971,0.0003797367,0.0004522515,0.0004826468,0.0009862737],"domain_scores_gemma":[0.9853994,0.0108156,0.0006871547,0.0003893716,0.001471297,0.001237261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007507319,0.0006002756,0.003428313,0.0003373839,0.000008448021,0.00197935,0.9800387,0.0001023712,0.001546563,0.0004637012,0.0007367778,0.01068298],"study_design_scores_gemma":[0.00002981441,0.0004547399,0.003244951,0.0002906714,0.0000148517,0.0006137959,0.9846065,0.0003215893,0.001262659,0.0002097203,0.008918034,0.00003265264],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889616,0.000304017,0.004191982,0.0008766582,0.00004416005,0.001177974,0.0001067502,0.00002972188,0.004306998],"genre_scores_gemma":[0.9840664,0.0008905448,0.00846568,0.0007238262,0.00002955847,0.001856351,0.0001302014,0.00003681537,0.00380056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01441136,"threshold_uncertainty_score":0.07621545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03617750470679651,"score_gpt":0.3557834672038326,"score_spread":0.3196059624970361,"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."}}