{"id":"W2914684976","doi":"10.1159/000495754","title":"The Role of MRI Biomarkers and Their Interactions with Cognitive Status and APOE ε4 in Nondemented Elderly Subjects","year":2018,"lang":"en","type":"article","venue":"Neurodegenerative Diseases","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subiculum; Apolipoprotein E; Montreal Cognitive Assessment; Atrophy; Neuropsychology; Internal medicine; Hippocampus; Hippocampal formation; Cognition; Psychology; Cognitive decline; Effects of sleep deprivation on cognitive performance; Medicine; Dementia; Endocrinology; Cognitive impairment; Neuroscience; Disease; Dentate gyrus","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":[0.00007671806,0.0001496547,0.0001698202,0.0001300565,0.0001859475,0.00004529144,0.00003611562,0.00001665161,0.00004480863],"category_scores_gemma":[0.0001492311,0.00008711718,0.00002853307,0.0002415249,0.000657041,0.000120687,0.00005666579,0.000102182,0.000001905318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001572476,"about_ca_system_score_gemma":0.0001260956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007189014,"about_ca_topic_score_gemma":0.0004498233,"domain_scores_codex":[0.9989355,0.0001747515,0.0001531568,0.0002876534,0.0001809197,0.0002679804],"domain_scores_gemma":[0.9990046,0.0003213254,0.00006014542,0.0001066523,0.0003406545,0.000166597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003101521,0.0004129798,0.9294214,0.00003016521,0.0002806569,0.00001501264,0.0009252133,1.577808e-7,0.03122641,0.0001278901,0.0000868744,0.03437168],"study_design_scores_gemma":[0.002517973,0.002778293,0.8684291,0.0001410722,0.0001187147,0.00001051176,0.007425443,0.0003739612,0.1173986,0.0001294781,0.0005730413,0.0001037806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957163,0.001375521,0.00007014637,0.000263512,0.00002724826,0.0006246209,0.0001031261,0.00001307565,0.0018064],"genre_scores_gemma":[0.9991261,0.0004122025,0.00001890516,0.0001517292,0.00003844291,0.00008468932,0.00003555347,0.00001417119,0.000118171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08617217,"threshold_uncertainty_score":0.3552535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008367180892838635,"score_gpt":0.2822194857722918,"score_spread":0.2738523048794532,"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."}}