{"id":"W4409266303","doi":"10.3233/shti250057","title":"The Pepper Robot in Healthcare: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Studies in health technology and informatics","topic":"AI in Service Interactions","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Humanoid robot; Health care; Robot; Dementia; Economic shortage; Computer science; Pepper; Human–computer interaction; Artificial intelligence; Medicine; Computer security; Political science; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004695131,0.001207269,0.002612563,0.01003116,0.0007911567,0.003047247,0.001580414,0.002185839,0.005074131],"category_scores_gemma":[0.01557314,0.0007813236,0.002496075,0.01029873,0.0009766658,0.002518889,0.001889811,0.001623661,0.00109515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00214091,"about_ca_system_score_gemma":0.01029862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008284986,"about_ca_topic_score_gemma":0.01602067,"domain_scores_codex":[0.9978016,0.0006419313,0.0006723765,0.0002014185,0.0005796049,0.0001029728],"domain_scores_gemma":[0.9856837,0.01136871,0.001092415,0.0001986064,0.001499155,0.0001575071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007042951,0.00004433473,0.0002965159,0.4938272,0.0004884587,0.0001789322,0.0006047122,0.0003372262,0.00036752,0.002950878,0.009436921,0.4913969],"study_design_scores_gemma":[0.00001620058,0.0001059231,0.001131579,0.7052208,0.001936134,0.0005089552,0.0006155709,0.00009775829,0.00031595,0.001230081,0.2887911,0.00002994153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001161661,0.9986891,0.0001358457,0.0002113545,0.00008652903,0.00003468978,0.0000374452,0.000004325007,0.000684563],"genre_scores_gemma":[0.001044527,0.9982698,0.0002916607,0.000143598,0.00002957136,0.00004872184,0.00003672383,0.000002439872,0.000132999],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01003116,"threshold_uncertainty_score":0.02483052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1099916771301629,"score_gpt":0.4902957394603335,"score_spread":0.3803040623301706,"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."}}