{"id":"W4386058558","doi":"10.5582/bst.2023.01211","title":"Alzheimer's disease with frailty: Prevalence, screening, assessment, intervention strategies and challenges","year":2023,"lang":"en","type":"article","venue":"BioScience Trends","topic":"Frailty in Older Adults","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychological intervention; Gerontology; Disease; Intervention (counseling); Cognition; Cognitive decline; Psychiatry; Dementia; 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":[0.01329368,0.0011185,0.002270126,0.002867242,0.001268344,0.003593516,0.001707676,0.002309398,0.001682966],"category_scores_gemma":[0.02566941,0.000493545,0.001165604,0.002087278,0.001590199,0.004247027,0.002914681,0.004172199,0.0006224182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002932765,"about_ca_system_score_gemma":0.01189258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148669,"about_ca_topic_score_gemma":0.01387943,"domain_scores_codex":[0.9938707,0.002826392,0.0009209467,0.0007951385,0.001240474,0.0003462735],"domain_scores_gemma":[0.9861465,0.008112577,0.001109715,0.0002987878,0.003526981,0.0008054455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001104341,0.0001847536,0.02221249,0.009603633,0.0002530992,0.0003754259,0.0009473989,0.0005076329,0.0002609664,0.01309409,0.03767498,0.9147751],"study_design_scores_gemma":[0.0001532505,0.001382238,0.1031383,0.1371733,0.002619632,0.01080648,0.01331489,0.006513679,0.0009941732,0.1371585,0.5861723,0.000573349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004295517,0.9021622,0.003643551,0.08476114,0.001489713,0.00008565285,0.0002741131,0.0000768231,0.003211386],"genre_scores_gemma":[0.06270707,0.9074844,0.01045618,0.01350255,0.004383909,0.0003204652,0.0004111838,0.00003051891,0.0007037179],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01329368,"threshold_uncertainty_score":0.07030445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1063809233321995,"score_gpt":0.3669317364560638,"score_spread":0.2605508131238643,"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."}}