{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004145518,0.0001702021,0.0004360999,0.0003261067,0.00003920391,0.000007382011,0.00007530507,0.0001238834,0.0002711065],"category_scores_gemma":[0.000957041,0.0001318342,0.00009972802,0.0003385968,0.00006033699,0.0002029435,0.00002917696,0.000228108,0.00001812663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159399,"about_ca_system_score_gemma":0.0001872448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006343346,"about_ca_topic_score_gemma":0.003758041,"domain_scores_codex":[0.9983925,0.0001087458,0.0004091865,0.000296367,0.00038621,0.0004069626],"domain_scores_gemma":[0.9989804,0.0003083254,0.0001107652,0.0001858249,0.0001264661,0.0002881857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002733598,0.002573415,0.9695714,0.0002576686,0.0001539786,0.00005287572,0.01287776,0.000001747431,0.00009655228,0.0001933688,0.000301125,0.01118656],"study_design_scores_gemma":[0.01320618,0.005212561,0.9595082,0.0005271672,0.0000999519,0.000001791885,0.003362479,0.0001494124,0.01579602,0.001864342,0.0001093389,0.0001625349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968657,0.0001193413,0.00071667,0.0001370449,0.00008594184,0.001483177,0.0001071149,0.00001868316,0.0004662564],"genre_scores_gemma":[0.9984714,0.0002657163,0.0004652772,0.00003143534,0.00004756405,0.0002969662,0.0001921596,0.0000222558,0.000207179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01569947,"threshold_uncertainty_score":0.9589283,"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."}}