{"id":"W2015576362","doi":"10.1115/1.4024511","title":"Did Anyone Say BINGO: A Socially Assistive Robot to Promote Stimulating Recreational Activities at Long-Term Care Facilities","year":2013,"lang":"en","type":"article","venue":"Journal of Medical Devices","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Recreation; Socialization; Psychology; Dementia; Population; Psychological intervention; Gerontology; Cognition; Long-term care; Recall; Reading (process); Applied psychology; Population ageing; Cognitive decline; Medicine; Social psychology; Cognitive psychology; Psychiatry; Environmental health; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001030334,0.0001752657,0.0004134014,0.0002117192,0.0006372561,0.0001549951,0.0006695091,0.0003590521,0.001484166],"category_scores_gemma":[0.002614474,0.0001429699,0.0001421862,0.0002683234,0.0005025196,0.0006174836,0.0001947714,0.0005037611,0.00005451147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005007343,"about_ca_system_score_gemma":0.00104429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028172,"about_ca_topic_score_gemma":0.01221115,"domain_scores_codex":[0.9963377,0.0002103701,0.0005708112,0.0002178823,0.002228842,0.0004343894],"domain_scores_gemma":[0.9978516,0.0005733398,0.0004558341,0.0001069837,0.0005441628,0.0004680619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001331966,0.0002889326,0.4429074,0.0003458757,0.0005137637,0.0002302299,0.1813621,0.00005686926,0.001890379,0.001570952,0.005093004,0.3656074],"study_design_scores_gemma":[0.001234573,0.0005393954,0.9282446,0.00199496,0.00009082094,0.00005533889,0.0557141,0.00005648602,0.0007649732,0.0007283994,0.01010193,0.0004744442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970998,0.0007017513,0.0004406759,0.0257754,0.0004035044,0.0003240983,0.00001364967,0.00007810354,0.001264748],"genre_scores_gemma":[0.9957874,0.0001051769,0.001915755,0.0003817439,0.0006860681,0.00002010967,0.000004165717,0.00001396454,0.001085646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4853372,"threshold_uncertainty_score":0.9994286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.022097211209438,"score_gpt":0.3258428584802389,"score_spread":0.3037456472708009,"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."}}