{"id":"W2773969138","doi":"10.1177/1471301217740716","title":"Activity Preferences of persons with dementia: An examination of reports by formal and informal caregivers","year":2017,"lang":"en","type":"article","venue":"Dementia","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"","keywords":"Dementia; Recreation; Preference; Psychology; Reminiscence; Medicine; Gerontology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003637786,0.00007669811,0.0001597253,0.00005290706,0.0005965874,0.00001201697,0.00008391686,0.00007302434,0.00007176468],"category_scores_gemma":[0.00002249611,0.00006285415,0.00001958249,0.00003109031,0.0001044235,0.000727099,0.0000673589,0.0000949587,3.590513e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001047706,"about_ca_system_score_gemma":0.00008271018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444349,"about_ca_topic_score_gemma":0.0007696565,"domain_scores_codex":[0.9992332,0.00005891803,0.0002086015,0.0001239812,0.0001867089,0.0001885466],"domain_scores_gemma":[0.9988832,0.00002467759,0.0006568363,0.0002646727,0.0001182031,0.00005243686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001858046,0.0001181604,0.8600902,0.000444144,0.0003216206,0.000003810985,0.02489499,0.000001060944,0.002902095,0.00007502167,0.002531324,0.1084318],"study_design_scores_gemma":[0.0005537689,0.0003598624,0.9873522,0.00006303017,0.0002248966,0.000001677254,0.008493136,0.00001816443,0.002131398,0.000007428177,0.0007196799,0.00007475907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936862,0.0001097339,0.0001420489,0.000035446,0.0001848839,0.0002395881,0.00002740429,0.00001109921,0.005563609],"genre_scores_gemma":[0.9996169,0.00002049476,0.0001618597,0.000003191338,0.00001994488,0.00001293855,0.00003183296,0.000005003134,0.0001279005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.127262,"threshold_uncertainty_score":0.4588528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03003424310041188,"score_gpt":0.3327835151556787,"score_spread":0.3027492720552669,"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."}}