{"id":"W3035462514","doi":"10.2196/17565","title":"User Experience of Interactive Technologies for People With Dementia: Comparative Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Interreg; Centro de Matemática Universidade do Porto; Fundação para a Ciência e a Tecnologia; NOVA Laboratory for Computer Science and Informatics; Agência Regional para o Desenvolvimento da Investigação, Tecnologia e Inovação","keywords":"Dementia; Observational study; Psychology; Anxiety; Virtual reality; Task (project management); Comprehension; User experience design; Augmented reality; Applied psychology; Computer science; Clinical psychology; Medicine; Human–computer interaction; Psychiatry; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005429324,0.0001267208,0.0003266408,0.0000629719,0.00005484289,0.00002024218,0.0001227739,0.00002913704,0.00009444192],"category_scores_gemma":[0.00006864226,0.00009260055,0.00004202206,0.0002969906,0.0001134305,0.0001612783,0.00009048153,0.0001117702,0.000006089151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002050936,"about_ca_system_score_gemma":0.00008431185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001527385,"about_ca_topic_score_gemma":0.00004393804,"domain_scores_codex":[0.9989946,0.00002630369,0.000195691,0.0002655941,0.0003277243,0.0001900709],"domain_scores_gemma":[0.9992604,0.00008948547,0.00009684338,0.0001267481,0.0003724423,0.00005410374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002333211,0.0009837062,0.9620262,0.000116867,0.0005250142,0.00001315786,0.02255102,0.000002807175,0.00742759,0.00007634198,0.00145891,0.002485159],"study_design_scores_gemma":[0.002729784,0.007194655,0.8627086,0.00005673643,0.00009335062,0.00000459309,0.09963094,0.0001816758,0.02482575,0.0000201871,0.002446169,0.0001076188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941779,0.00006429387,0.0008706853,0.001604043,0.00001928375,0.002740889,0.00001505604,0.00008814553,0.0004197137],"genre_scores_gemma":[0.9968944,0.000006336313,0.001206058,0.0001582588,0.00001933526,0.001487444,0.000020608,0.00001066016,0.0001969197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09931766,"threshold_uncertainty_score":0.3776141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07119030147712947,"score_gpt":0.3907116702005274,"score_spread":0.3195213687233979,"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."}}