{"id":"W4312177904","doi":"10.21315/mjms2022.29.6.4","title":"Prevalence of Frailty and Its Standardised Assessment Tools among Malaysian Older Person: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Malaysian Journal of Medical Sciences","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Teknologi MARA","keywords":"Scopus; Gerontology; Medicine; MEDLINE; Systematic review; Stressor; Vulnerability (computing); Scale (ratio); Psychiatry","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":[0.008216832,0.0012174,0.006975195,0.01147166,0.0005743306,0.001897798,0.001408241,0.001388053,0.00263453],"category_scores_gemma":[0.03305515,0.0008731252,0.00714544,0.009789038,0.0006181349,0.001878878,0.001386435,0.0008409719,0.0001611744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002955381,"about_ca_system_score_gemma":0.009747935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00952254,"about_ca_topic_score_gemma":0.02842773,"domain_scores_codex":[0.9944021,0.001402447,0.002526789,0.0004194893,0.001097685,0.0001514802],"domain_scores_gemma":[0.9764347,0.0166917,0.004374697,0.0003148947,0.001972351,0.0002116612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001741247,0.00001748082,0.002162103,0.9434535,0.009061398,0.00008155865,0.0001777051,0.00007795811,0.000102741,0.0001244276,0.0009480803,0.04361892],"study_design_scores_gemma":[0.0002162291,0.000283899,0.01750144,0.8504803,0.1163822,0.0007010863,0.0003638978,0.0001535785,0.0002060612,0.0002577483,0.01339622,0.00005718578],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001227721,0.997929,0.00008263208,0.0001212703,0.00004188305,0.0001940877,0.0002680089,0.000004742956,0.0001306985],"genre_scores_gemma":[0.019648,0.978736,0.0005281545,0.0002205964,0.00004988425,0.0004778339,0.000264564,0.000003177185,0.00007181976],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01147166,"threshold_uncertainty_score":0.04345524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1164698366843637,"score_gpt":0.4042985175351446,"score_spread":0.2878286808507808,"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."}}