{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005582678,0.0001776469,0.0009978734,0.0002419325,0.0003479665,0.000236336,0.000140096,0.000108562,0.00003523788],"category_scores_gemma":[0.001149056,0.0001366424,0.0001237843,0.0001952925,0.0001913952,0.0003233636,0.00009715682,0.0003963703,6.607498e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001208793,"about_ca_system_score_gemma":0.000302794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004919101,"about_ca_topic_score_gemma":0.002073183,"domain_scores_codex":[0.995097,0.00306239,0.0007571796,0.0003444228,0.0003993038,0.0003396792],"domain_scores_gemma":[0.9935967,0.004588014,0.0005903416,0.0001892667,0.0009603944,0.00007523293],"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":[0.9735476,0.002389244,0.002566453,0.0001209655,0.00044857,5.887593e-7,0.01460051,0.000009942186,0.0001330344,0.001267458,0.0001574218,0.004758255],"study_design_scores_gemma":[0.9753272,0.00628177,0.002149901,0.0002526884,0.00004897482,0.00000141184,0.01172119,0.003171199,0.00001242683,0.0005691805,0.0003215342,0.0001425509],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007651984,0.000001231757,0.002525741,0.000312414,0.00001415947,0.9891589,0.000006028024,0.00002509911,0.0003044471],"genre_scores_gemma":[0.1730091,4.929347e-8,0.001339063,0.00001256199,0.00009121055,0.8253925,0.000004518736,0.00002719353,0.0001238477],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1653571,"threshold_uncertainty_score":0.5572113,"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."}}