{"id":"W4416731256","doi":"10.33546/bnj.3784","title":"Cognitive function and dementia risk factors among older people in nursing homes: An observational cohort study in Medan, Indonesia","year":2025,"lang":"en","type":"article","venue":"Belitung Nursing Journal","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Direktorat Jenderal Pendidikan Tinggi","keywords":"Dementia; Cognition; Observational study; Older people; Cohort study; Identification (biology); Nursing homes; Cognitive impairment; Cohort","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":[0.0008438608,0.0003482651,0.0005756823,0.0006629818,0.0009564233,0.0006152089,0.000547622,0.0004393675,0.0008324288],"category_scores_gemma":[0.0009791809,0.0005427827,0.0005642421,0.001201045,0.0002947842,0.0005403787,0.0006127306,0.0007844903,0.000290537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007046775,"about_ca_system_score_gemma":0.0009302602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02506863,"about_ca_topic_score_gemma":0.04652619,"domain_scores_codex":[0.9995747,0.0000830946,0.00006296126,0.0001000929,0.00009730952,0.00008182225],"domain_scores_gemma":[0.9994747,0.00005008721,0.0001770299,0.00006202346,0.00008818447,0.0001479774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007914913,0.0002281765,0.998265,0.00002426739,0.0000423907,0.0001719568,0.0003838257,0.000008863788,0.0001462449,0.000007176814,0.0001055674,0.0005375783],"study_design_scores_gemma":[0.00001328909,0.0001617556,0.9984751,0.00001602756,0.00003150855,0.0001636895,0.0009325205,0.0000605396,0.00002322969,0.000007376133,0.0001112041,0.000003704025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993582,0.00008314937,0.00004289921,0.00001707175,0.000004592791,0.00003471305,0.0003277453,0.000001094827,0.0001304912],"genre_scores_gemma":[0.9986162,0.0001689539,0.0001785532,0.00007576825,0.000009156332,0.00009570417,0.0005962443,0.000001588533,0.0002578112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02506863,"threshold_uncertainty_score":0.04984546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02935241925783941,"score_gpt":0.361707440318501,"score_spread":0.3323550210606616,"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."}}