{"id":"W4283204012","doi":"10.2196/36505","title":"Use of a Social Robot (LOVOT) for Persons With Dementia: Exploratory Study","year":2022,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Exploratory research; Psychology; Robot; Gerontology; Applied psychology; Computer science; Physical medicine and rehabilitation; Medicine; Sociology; Artificial intelligence; Social science; Disease","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":[0.002022398,0.0006839334,0.0006922018,0.001530485,0.004385513,0.001365959,0.0007412054,0.001246577,0.001460861],"category_scores_gemma":[0.003054462,0.0005742868,0.000629203,0.0007629556,0.00137058,0.001396662,0.002256131,0.000954042,0.0004039489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001184904,"about_ca_system_score_gemma":0.001215937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00506672,"about_ca_topic_score_gemma":0.01190879,"domain_scores_codex":[0.9986959,0.000747964,0.00006247032,0.0001061636,0.000120505,0.0002669861],"domain_scores_gemma":[0.9984714,0.0006264535,0.0002683601,0.00008121307,0.000187333,0.000365072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000344125,0.003712069,0.1523466,0.0009458722,0.00004738581,0.004927123,0.8090194,0.00005997438,0.001783735,0.0003031954,0.0008816415,0.02562881],"study_design_scores_gemma":[0.00004156102,0.004083465,0.1080747,0.0002579964,0.00005600354,0.002995104,0.8775912,0.0001640228,0.0004070987,0.0001155437,0.006166633,0.0000467449],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999028,0.0001739899,0.00008474677,0.0000622588,0.000003590744,0.0000909377,0.00002670503,0.000002661247,0.0005270638],"genre_scores_gemma":[0.9978601,0.0005914837,0.0004124786,0.0001753257,0.00001142436,0.0002389438,0.00004785346,0.00000299518,0.0006594209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00506672,"threshold_uncertainty_score":0.01069558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06202513575351207,"score_gpt":0.3696726166996356,"score_spread":0.3076474809461236,"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."}}