{"id":"W3031094444","doi":"10.3760/cma.j.issn.1672-7088.2018.06.002","title":"The influence of using smart products and having hobbies on the cognitive function among the elderly living in a nursing home","year":2018,"lang":"en","type":"article","venue":"˜The œJournal of practical nursing","topic":"Medical Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Hobby; Medicine; Cognitive Assessment System; Elderly people; Gerontology; Body mass index; Activities of daily living; Psychology; Cognitive impairment; Physical therapy; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003636151,0.0003051417,0.0002544874,0.0005324201,0.0004620291,0.0004666752,0.0001601153,0.0002671352,0.001222188],"category_scores_gemma":[0.001770149,0.0001230346,0.0005495627,0.0003313374,0.0002604572,0.0002910397,0.000341182,0.000324589,0.0001573327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001817838,"about_ca_system_score_gemma":0.0002568288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007126433,"about_ca_topic_score_gemma":0.01551537,"domain_scores_codex":[0.9997173,0.00005940937,0.00004312868,0.00003986419,0.00008088994,0.00005931013],"domain_scores_gemma":[0.9990023,0.0001436381,0.0003858932,0.00003366069,0.000159259,0.0002753857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001101986,0.0001473167,0.9954196,0.00002948297,0.00009261797,0.000121709,0.0002635146,0.00002595493,0.0003398148,0.00000774308,0.00006411502,0.003377937],"study_design_scores_gemma":[0.000001297797,0.00009084435,0.9994769,0.000003784456,0.00001845993,0.0000616252,0.0002370982,0.00003004406,0.0000222231,0.000005883108,0.00005010021,0.000001878098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993424,0.0002049127,0.00002128802,0.00002721403,0.000004953502,0.000003262613,0.00004266707,9.099894e-7,0.0003522478],"genre_scores_gemma":[0.9994873,0.0001592045,0.00006025687,0.00002521644,0.00001019596,0.000002850401,0.00006267078,4.809006e-7,0.0001917022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007126433,"threshold_uncertainty_score":0.01416987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04288380778460619,"score_gpt":0.381909779441173,"score_spread":0.3390259716565668,"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."}}