{"id":"W2157257781","doi":"10.2196/resprot.4189","title":"Use of a Therapeutic, Socially Assistive Pet Robot (PARO) in Improving Mood and Stimulating Social Interaction and Communication for People With Dementia: Study Protocol for a Randomized Controlled Trial","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Randomized controlled trial; Geriatric Depression Scale; Mood; Psychology; Facilitator; Psychosocial; Clinical psychology; Medicine; Cognition; Psychiatry","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":[0.02116645,0.005942235,0.01400382,0.002782637,0.00341612,0.003462045,0.003322407,0.007005951,0.06350558],"category_scores_gemma":[0.01840721,0.002713693,0.005858211,0.003153099,0.003522374,0.004075714,0.001927478,0.007188188,0.009691578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003859772,"about_ca_system_score_gemma":0.01434621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002264028,"about_ca_topic_score_gemma":0.005144485,"domain_scores_codex":[0.9872563,0.006466827,0.001692125,0.001389198,0.001546344,0.001649222],"domain_scores_gemma":[0.9925932,0.001782363,0.001682034,0.0008221367,0.001771932,0.001348346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8939775,0.02575777,0.0006187783,0.0274473,0.002394892,0.0002742432,0.0003738787,0.001281321,0.002407005,0.002046103,0.009116833,0.03430443],"study_design_scores_gemma":[0.9562012,0.02773084,0.0009129574,0.002105564,0.000746073,0.00003625379,0.0001071463,0.0007849684,0.000432912,0.001008659,0.009868251,0.00006512682],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001647372,0.0003057481,0.0006312974,0.00009813874,0.0001954372,0.996291,0.0004740057,0.00005407789,0.0003029287],"genre_scores_gemma":[0.001520152,0.0001600743,0.001014443,0.000104979,0.00003704118,0.9968516,0.00006639904,0.000002766031,0.000242449],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06350558,"threshold_uncertainty_score":0.2124473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4083757657744485,"score_gpt":0.6065093752118991,"score_spread":0.1981336094374506,"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."}}