{"id":"W2391065173","doi":"","title":"Exploration of High Risk Factors in Lifestyle for Mild Cognitive Impairment in Elderly People","year":2011,"lang":"en","type":"article","venue":"Xiandai shengwu yixue jinzhan","topic":"Medical Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hobby; Incidence (geometry); Gerontology; Medicine; Clinical Dementia Rating; Functional illiteracy; Dementia; Activities of daily living; Risk factor; Demography; Montreal Cognitive Assessment; Cognition; Cognitive impairment; Physical therapy; Psychology; Internal medicine; Psychiatry; Disease","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":[0.000284448,0.0002628566,0.0002314676,0.0006160676,0.0003061788,0.0003676379,0.0001326309,0.0002539883,0.001134366],"category_scores_gemma":[0.0008322409,0.0001264776,0.00042704,0.00049639,0.0001244633,0.0002228075,0.0002486323,0.0002764487,0.0001665583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001148703,"about_ca_system_score_gemma":0.0002154694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002607765,"about_ca_topic_score_gemma":0.003991837,"domain_scores_codex":[0.9998193,0.00005015157,0.00001809036,0.00003082582,0.00004433473,0.00003721358],"domain_scores_gemma":[0.9996428,0.00004265679,0.0001426309,0.00001376264,0.0000537741,0.0001042906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004293994,0.00004808871,0.9978982,0.00001232145,0.00004219366,0.00005903589,0.00007106738,0.000008290425,0.0001002933,0.000007870077,0.00003783197,0.001671829],"study_design_scores_gemma":[0.000001447534,0.00007021656,0.9995485,0.000004500265,0.00001915399,0.0001135053,0.00009758771,0.00002831672,0.00001858022,0.00001611696,0.00008093755,0.00000108124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985876,0.0004893291,0.00009067104,0.00005288931,0.000006424915,0.000008812716,0.0001262409,0.000002270065,0.000635744],"genre_scores_gemma":[0.9993238,0.0001858071,0.000102829,0.00002950222,0.00001352146,0.000006459367,0.0001193802,6.556625e-7,0.0002179843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002607765,"threshold_uncertainty_score":0.005185187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06094417321758078,"score_gpt":0.3287409989523521,"score_spread":0.2677968257347714,"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."}}