{"id":"W7117484985","doi":"10.4038/sljahs.v1i1.2","title":"Prevalence and Associated Factors of Cognitive Impairment, Depression, and Disability among Older Adults with Chronic Illnesses in Batticaloa, Sri Lanka: A Cross-sectional Study","year":2025,"lang":"","type":"article","venue":"The Sri Lankan Journal of Allied Health Sciences","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Cognition; Cognitive impairment; Cognitive disabilities; Rehabilitation; Descriptive statistics; Prevalence; Physical disability; Cross-sectional study","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":[0.0004693772,0.000205857,0.0003115224,0.000683268,0.0005043129,0.0004879041,0.0002144236,0.0003241165,0.0008463173],"category_scores_gemma":[0.000884721,0.000308893,0.0003275471,0.0008067699,0.0002262939,0.0003930432,0.00041331,0.0004944823,0.0001605599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003149678,"about_ca_system_score_gemma":0.0003451063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01802791,"about_ca_topic_score_gemma":0.0372951,"domain_scores_codex":[0.9997241,0.0000577175,0.00006366994,0.00004172321,0.00005674453,0.00005611002],"domain_scores_gemma":[0.9993815,0.0000737422,0.0002725103,0.00003018004,0.0001050871,0.0001369235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001073085,0.00003343351,0.9990129,0.00001953738,0.00002326202,0.00004724559,0.000278049,0.000005924475,0.00008710386,0.000003015612,0.00004064691,0.0004381201],"study_design_scores_gemma":[0.000001214732,0.00005572241,0.9991496,0.00000863079,0.000009554926,0.0001244816,0.0005753731,0.00001236424,0.000008596017,0.000001852867,0.00005082194,0.000001665104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999204,0.0002007321,0.00002041146,0.0000278617,0.000002073188,0.00002281123,0.0002567811,0.000001052466,0.0002644701],"genre_scores_gemma":[0.9992235,0.0002525267,0.00007220027,0.00004299581,0.000005092669,0.00002587983,0.0002801605,3.978879e-7,0.00009717583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01802791,"threshold_uncertainty_score":0.03584594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655826999464608,"score_gpt":0.349962707723249,"score_spread":0.3334044377286029,"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."}}