{"id":"W2756801290","doi":"10.12659/msm.904254","title":"A Risk Factor Analysis of Cognitive Impairment in Elderly Patients with Chronic Diseases in a Chinese Population","year":2017,"lang":"en","type":"article","venue":"Medical Science Monitor","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Risk factor; Medicine; Chinese population; Cognition; Population; Gerontology; Internal medicine; Environmental health; Psychiatry; Biology; Genetics","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":[0.0003369917,0.0002887149,0.0002831846,0.0007913528,0.0005585797,0.0003481323,0.0001617534,0.0002409802,0.0009121178],"category_scores_gemma":[0.0007835504,0.0001277393,0.0004810782,0.0008375105,0.0001678528,0.0002242906,0.0002326316,0.000285139,0.00007911344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00032033,"about_ca_system_score_gemma":0.0006257467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01503599,"about_ca_topic_score_gemma":0.01113255,"domain_scores_codex":[0.9998125,0.00002923739,0.00002714737,0.00003611851,0.00004365991,0.00005133348],"domain_scores_gemma":[0.9996295,0.00004638354,0.0001320539,0.00002003244,0.00005739534,0.0001145807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004281186,0.00002022526,0.9989359,0.000007227203,0.0000259114,0.00006818864,0.00002863669,0.00001444628,0.00008413173,0.000006420062,0.00003515581,0.0007309649],"study_design_scores_gemma":[0.000002692171,0.00004290935,0.999602,0.000002611045,0.0000211639,0.0001058471,0.00006175812,0.00008325488,0.00001488882,0.000009502753,0.00005233402,0.000001107027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992099,0.0003351189,0.00004391965,0.00004228012,0.000006581257,0.000007760061,0.0001177449,0.000001548487,0.0002351633],"genre_scores_gemma":[0.9995998,0.000121864,0.00005364224,0.00002010221,0.00001362311,0.000006632122,0.0001182128,3.902318e-7,0.00006593881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01503599,"threshold_uncertainty_score":0.02989691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00909543457567369,"score_gpt":0.3457465004388916,"score_spread":0.3366510658632179,"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."}}