{"id":"W4408806518","doi":"10.17159/3210-3833/2025/vol55no1a10","title":"The need for frailty assessments and intervention as part of holistic occupational therapy practice","year":2025,"lang":"en","type":"article","venue":"South African Journal of Occupational Therapy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupational therapy; Intervention (counseling); Medicine; Gerontology; Physical therapy; Nursing","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":[0.03281052,0.0004883729,0.001584662,0.001066329,0.00298273,0.005250987,0.00308562,0.009179145,0.0077002],"category_scores_gemma":[0.07661116,0.0006556098,0.001464353,0.0005392955,0.005650451,0.01140229,0.008713432,0.01502016,0.001967917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003801087,"about_ca_system_score_gemma":0.04084164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008555017,"about_ca_topic_score_gemma":0.01179429,"domain_scores_codex":[0.9781027,0.01144401,0.001501001,0.001732104,0.005231853,0.001988332],"domain_scores_gemma":[0.8975481,0.04774244,0.006112652,0.007269217,0.01915191,0.02217565],"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":[0.0001868733,0.001099047,0.01490992,0.005820092,0.0001220785,0.0007959444,0.0187437,0.0007277547,0.001870688,0.01358158,0.08802903,0.8541132],"study_design_scores_gemma":[0.0006411657,0.002374124,0.1273282,0.06172944,0.0002775362,0.005480994,0.0573137,0.002423559,0.00146479,0.1198385,0.6204293,0.0006988154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01732603,0.03666668,0.01326653,0.905264,0.004538476,0.0005866398,0.00006012727,0.0003602919,0.02193124],"genre_scores_gemma":[0.4183884,0.0868557,0.1588018,0.3045597,0.01047536,0.004578263,0.0003322104,0.0002884243,0.01572009],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03281052,"threshold_uncertainty_score":0.1735207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1394451492427361,"score_gpt":0.4546445194810475,"score_spread":0.3151993702383115,"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."}}