{"id":"W4381511208","doi":"10.3389/fpubh.2023.1141460","title":"Social robotics to support older people with dementia: a study protocol with Paro seal robot in an Italian Alzheimer’s day center","year":2023,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Mood; Intervention (counseling); Medicine; Quality of life (healthcare); Psychological intervention; Population; Occupational therapy; Music therapy; Physical therapy; Gerontology; Psychology; Disease; Psychiatry; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005165214,0.0021052,0.003422587,0.001301004,0.002736022,0.0009306481,0.001636479,0.002108059,0.01119211],"category_scores_gemma":[0.001935708,0.001103126,0.002404422,0.0006831696,0.001435232,0.0006700826,0.001331581,0.002516639,0.002270119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002295093,"about_ca_system_score_gemma":0.01105019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003139448,"about_ca_topic_score_gemma":0.005889737,"domain_scores_codex":[0.9979232,0.0007887418,0.0002011084,0.0003184877,0.0002331673,0.0005353244],"domain_scores_gemma":[0.9984206,0.0001748658,0.0001454509,0.0001579948,0.0002960849,0.0008049444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1489412,0.7373412,0.01034178,0.007111693,0.0005087265,0.001247087,0.004918463,0.002023267,0.007070078,0.0007730484,0.006674201,0.07304931],"study_design_scores_gemma":[0.2230004,0.6870098,0.05449205,0.001346425,0.0004883362,0.0002308357,0.00465533,0.0008676557,0.001976047,0.0005389524,0.02519353,0.0002006157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.3381841,0.0006827807,0.002124756,0.0003442592,0.0002549397,0.6553561,0.001100983,0.00006787914,0.001884123],"genre_scores_gemma":[0.08186594,0.0009181639,0.004640421,0.0005091929,0.0001686532,0.9089981,0.0005527331,0.0000072455,0.002339556],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01119211,"threshold_uncertainty_score":0.03744137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1110333593582254,"score_gpt":0.4385305230991573,"score_spread":0.327497163740932,"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."}}