{"id":"W4410165325","doi":"10.1111/jgs.19510","title":"Implementing Robotic Pets in Continuing Care Settings: A Scoping Review of Barriers and Facilitators","year":2025,"lang":"en","type":"review","venue":"Journal of the American Geriatrics Society","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Cumming School of Medicine, University of Calgary; Michigan Department of Community Health","keywords":"Grey literature; Inclusion (mineral); Medicine; Context (archaeology); Population; Dementia; Nursing; Gerontology; Independent living; MEDLINE; Psychology; Social psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001622113,0.0002947389,0.002526449,0.000174422,0.0001324785,0.00003359281,0.0004657677,0.0001130986,0.0001023944],"category_scores_gemma":[0.001192066,0.0002197106,0.001802395,0.001272793,0.0001688411,0.00006650696,0.0002380351,0.0008965147,0.000001198707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003292336,"about_ca_system_score_gemma":0.0006773157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007986621,"about_ca_topic_score_gemma":0.000009704787,"domain_scores_codex":[0.9964901,0.0007626181,0.001802947,0.0002468012,0.0003163221,0.0003811728],"domain_scores_gemma":[0.993315,0.0007822437,0.00524807,0.0002788861,0.0002771027,0.00009866808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00000997084,0.0000216808,0.0007420065,0.2222038,0.0006463442,0.000008037975,0.01570433,0.000003108413,6.650525e-7,0.00002726517,0.00762685,0.7530059],"study_design_scores_gemma":[0.0004488321,0.0001051825,0.0001003562,0.7105919,0.002075294,0.00008900899,0.06811064,9.06907e-7,2.652434e-7,0.00000942036,0.2181028,0.0003654134],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000172604,0.9975194,0.00005474122,0.0001892015,0.001065417,0.00068712,0.000023959,0.000006713552,0.0002808881],"genre_scores_gemma":[0.0001067671,0.9986991,0.0005058773,0.0003982757,0.0001577269,0.00001834974,0.000002507758,0.00002495779,0.0000864108],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7526405,"threshold_uncertainty_score":0.895954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02113344158171166,"score_gpt":0.4099286289078742,"score_spread":0.3887951873261626,"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."}}