{"id":"W2587588873","doi":"10.1016/j.psychres.2017.02.013","title":"Group engagement in persons with dementia: The concept and its measurement","year":2017,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Baycrest Hospital","funders":"","keywords":"Psychology; Attendance; Observational study; Dementia; Recreation; Reliability (semiconductor); Clinical psychology; Applied psychology; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005322646,0.0001510948,0.0001896174,0.0002037773,0.001322821,0.0002653262,0.0003889792,0.00005258077,0.000370362],"category_scores_gemma":[0.0002585655,0.00009151545,0.00004515636,0.0001899023,0.0004428975,0.0001575029,0.0003261584,0.0009157301,0.00004914361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009437278,"about_ca_system_score_gemma":0.0003307487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001914513,"about_ca_topic_score_gemma":0.0008249756,"domain_scores_codex":[0.9961346,0.0004431116,0.0001908493,0.0004413447,0.002055875,0.0007342048],"domain_scores_gemma":[0.9986584,0.00007460378,0.0000538877,0.0006020368,0.0003917379,0.0002193657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000459481,0.0005647825,0.9836112,0.0001161537,0.0002970957,0.00005302011,0.0006588904,1.470869e-7,0.001007317,0.004154733,0.004142177,0.004934969],"study_design_scores_gemma":[0.003875949,0.001304591,0.983897,0.0002910524,0.00007495766,0.00002273953,0.002744589,0.00007311135,0.0002222285,0.0003179434,0.007058901,0.000116942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367169,0.004892369,0.00005117359,0.03527309,0.0001390115,0.001929188,0.000005414226,0.00001877692,0.02097409],"genre_scores_gemma":[0.9979512,0.0002926726,0.0001794422,0.0002072188,0.0001789398,0.0003009655,0.000003918967,0.00002153941,0.0008640939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06123433,"threshold_uncertainty_score":0.9999774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.122167700883995,"score_gpt":0.4015777203238885,"score_spread":0.2794100194398935,"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."}}