{"id":"W2922970921","doi":"10.1038/s41398-019-0456-z","title":"Cortical β-amyloid burden, neuropsychiatric symptoms, and cognitive status: the Mayo Clinic Study of Aging","year":2019,"lang":"en","type":"article","venue":"Translational Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; National Institute on Aging; Ministerstvo Školství, Mládeže a Tělovýchovy; GHR Foundation; Robert Wood Johnson Foundation; Mayo Foundation for Medical Education and Research; F. Hoffmann-La Roche; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Beck Anxiety Inventory; Depression (economics); Anxiety; Dementia; Internal medicine; Odds ratio; Pittsburgh compound B; Beck Depression Inventory; Medicine; Logistic regression; Apolipoprotein E; Alzheimer's disease; Population; Cross-sectional study; Montreal Cognitive Assessment; Psychology; Psychiatry; Disease; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003849971,0.000159504,0.000254775,0.0001546062,0.0001143553,0.00002208614,0.00008238813,0.000050435,0.001163869],"category_scores_gemma":[0.00002580354,0.0001143418,0.00009624267,0.0003560827,0.0001271102,0.00008235934,0.00002491571,0.0004226494,0.0001045914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005780475,"about_ca_system_score_gemma":0.0002301036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002814303,"about_ca_topic_score_gemma":0.00001567502,"domain_scores_codex":[0.9980246,0.0001988912,0.0004329639,0.0003485288,0.0006930158,0.0003019889],"domain_scores_gemma":[0.9990334,0.0003774925,0.00008802198,0.0001822792,0.0001846547,0.0001341374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006334957,0.0009393058,0.9933917,0.0001192842,0.0002740296,0.000002658212,0.0008088489,0.000002354815,0.0001140707,0.0002868781,0.00007761181,0.003349779],"study_design_scores_gemma":[0.006676464,0.002117503,0.9857431,0.0000909394,0.0004501123,0.00001956923,0.004037599,0.0001937389,0.00000714105,0.0003930028,0.0001578695,0.0001129487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895725,0.001165855,0.00009815979,0.002278953,0.0003313597,0.001475911,0.00002458099,0.00002568724,0.00502695],"genre_scores_gemma":[0.9986081,0.00006664003,0.0001131127,0.000423639,0.0001965713,0.00002271297,0.00003002828,0.00002283574,0.0005164204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009035496,"threshold_uncertainty_score":0.9997492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551406601677381,"score_gpt":0.3312952491344204,"score_spread":0.3157811831176466,"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."}}