{"id":"W4285037990","doi":"","title":"Effects of multi-faceted cognitive training program for elders with cognitive impairment living in social welfare home for older persons","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Cognitive impairment; Welfare; Training (meteorology); Cognition; Psychology; Cognitive training; Social Welfare; Physical medicine and rehabilitation; Medicine; Psychiatry; Political science; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003407436,0.0003665833,0.001235371,0.0009026233,0.001040365,0.000143512,0.0007863623,0.0003036428,0.001284325],"category_scores_gemma":[0.001714035,0.0003107003,0.0002324006,0.0008564531,0.000172367,0.000799529,0.000332308,0.001014424,0.000006560467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002480242,"about_ca_system_score_gemma":0.001196655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006344527,"about_ca_topic_score_gemma":0.0002598847,"domain_scores_codex":[0.9953042,0.001050238,0.001053251,0.0005829961,0.0006490296,0.001360248],"domain_scores_gemma":[0.9897596,0.007564935,0.001034446,0.0001497383,0.001078271,0.0004129609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004360606,0.001782629,0.8606553,0.01146852,0.0005567289,0.00001813182,0.03912517,0.00001139927,0.002851003,0.00003737993,0.002247333,0.07688579],"study_design_scores_gemma":[0.01125851,0.0004093573,0.9461407,0.01053725,0.0001434586,0.000001511133,0.0290365,0.0004498257,0.001099377,0.00008742543,0.0003922057,0.0004438652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783725,0.001207311,0.0008785651,0.0004847616,0.0003148284,0.01801093,0.0002598235,0.00004832245,0.0004230044],"genre_scores_gemma":[0.9942175,0.0002337581,0.0005069844,0.0002854636,0.0001556682,0.004122942,0.00004631155,0.0001032149,0.0003281604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08548541,"threshold_uncertainty_score":0.9999345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2625663388863378,"score_gpt":0.6236592993652802,"score_spread":0.3610929604789424,"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."}}