{"id":"W2077065752","doi":"10.1159/000361043","title":"Total Cholesterol and Neuropsychiatric Symptoms in Alzheimer's Disease: The Impact of Total Cholesterol Level and Gender","year":2014,"lang":"en","type":"article","venue":"Dementia and Geriatric Cognitive Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"National Institute on Aging","keywords":"Apathy; Dementia; Internal medicine; Alzheimer's disease; Psychosis; Cholesterol; Medicine; Psychology; Risk factor; Disease; Psychiatry; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009478845,0.0002514762,0.0002812897,0.0008539045,0.0003079934,0.0005825726,0.0002413478,0.0003644087,0.001658292],"category_scores_gemma":[0.00199803,0.0001434484,0.0005725152,0.0007132255,0.0002945376,0.0003681284,0.0003198241,0.0003274863,0.0001543556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002457174,"about_ca_system_score_gemma":0.0003001793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004202098,"about_ca_topic_score_gemma":0.006518558,"domain_scores_codex":[0.9996699,0.0001169169,0.00003202079,0.00004970865,0.00007797413,0.00005350744],"domain_scores_gemma":[0.9986697,0.0004366812,0.0004275479,0.00008578238,0.00011375,0.0002665728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003089336,0.00002325046,0.9970613,0.000008487953,0.00008842692,0.00006161067,0.00006045209,0.00001584871,0.0001804308,0.00001993118,0.000050146,0.002121093],"study_design_scores_gemma":[0.000003474435,0.00007098255,0.9994206,0.000005772532,0.00004193158,0.0001692969,0.000083133,0.00005087554,0.00003791101,0.0000341236,0.00008005121,0.000001770553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968503,0.002015001,0.00004873331,0.0001300773,0.00001673839,0.000004180577,0.0001967507,0.000001836606,0.0007363341],"genre_scores_gemma":[0.9994239,0.0002357614,0.00005335162,0.0000279298,0.00001894057,0.000001872956,0.00009054115,0.000001396418,0.0001463485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004202098,"threshold_uncertainty_score":0.00835526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480465983431484,"score_gpt":0.2970805518394755,"score_spread":0.2822758920051607,"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."}}