{"id":"W4392528701","doi":"10.1101/2024.03.01.24303616","title":"Continuous Associations Between Remote Self-Administered Cognitive Measures and Imaging Biomarkers of Alzheimer’s Disease","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Elsie and Marvin Dekelboum Family Foundation; Mayo Foundation for Medical Education and Research; National Institutes of Health; GHR Foundation; Alzheimer's Association","keywords":"Dementia; Medicine; Cognition; Hyperintensity; Neuropsychology; Cognitive decline; Entorhinal cortex; Disease; Effects of sleep deprivation on cognitive performance; Montreal Cognitive Assessment; Neuroimaging; Internal medicine; Psychology; Magnetic resonance imaging; Hippocampus; Psychiatry; Radiology","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":[0.0007909815,0.0004301411,0.0003042108,0.0007059093,0.0002334753,0.0005481907,0.0003388696,0.0003730349,0.002043778],"category_scores_gemma":[0.003573165,0.0001681011,0.00027036,0.0006373895,0.0002101302,0.0004105733,0.0004200177,0.0004359037,0.0003239346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001364198,"about_ca_system_score_gemma":0.0001254494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002398035,"about_ca_topic_score_gemma":0.003753298,"domain_scores_codex":[0.9993912,0.0001968442,0.00008919014,0.0001516727,0.0001233638,0.00004773558],"domain_scores_gemma":[0.9964175,0.000628035,0.001947924,0.0002467203,0.0004124607,0.0003473849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009388155,0.00007774856,0.9980831,0.00001251829,0.00008049958,0.00001860876,0.00003353284,0.00003029408,0.0001660386,0.000007545109,0.00007292749,0.001323269],"study_design_scores_gemma":[0.00000461638,0.0001033569,0.9995277,0.000003022649,0.00001232305,0.00007408706,0.00003379087,0.00008634349,0.00007464614,0.00001454796,0.00006367711,0.00000192528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989249,0.0001179883,0.00009987027,0.00001731017,0.000003068193,0.00001275945,0.0004496235,0.000007179299,0.000367246],"genre_scores_gemma":[0.9990352,0.00003813123,0.0002063414,0.00001570758,0.000009393953,0.00001743845,0.0004883303,0.000001633008,0.0001878353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002398035,"threshold_uncertainty_score":0.00683713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04505494193534988,"score_gpt":0.3520062375527614,"score_spread":0.3069512956174116,"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."}}