{"id":"W4380884208","doi":"10.1002/alz.059355","title":"The association between allostatic load, Alzheimer biomarkers and cognition among patients at the memory clinic: A longitudinal study","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute","funders":"","keywords":"Allostatic load; Cognition; Dementia; Psychology; Association (psychology); Neuropsychology; Clinical psychology; Biomarker; Working memory; Effects of sleep deprivation on cognitive performance; Medicine; Episodic memory; Internal medicine; Psychiatry; Gerontology; Disease","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":[0.001059915,0.0003409281,0.0005622212,0.0009334049,0.001002849,0.001168762,0.0004533726,0.000847769,0.001107838],"category_scores_gemma":[0.00210459,0.0003798988,0.0005373529,0.001370663,0.0003255674,0.0008367004,0.0005236813,0.001036028,0.0003019831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003417644,"about_ca_system_score_gemma":0.0004561496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006065994,"about_ca_topic_score_gemma":0.006708272,"domain_scores_codex":[0.9993864,0.0001792667,0.00006019916,0.0001558307,0.0001032505,0.0001150122],"domain_scores_gemma":[0.9985019,0.0002108883,0.0005011934,0.0001249324,0.0002289668,0.0004320508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000154267,0.0001138588,0.9988423,0.000006344799,0.00007409227,0.00005343118,0.0001001367,0.000009179865,0.00009608849,0.000005062462,0.00005720397,0.0004881098],"study_design_scores_gemma":[0.00001604553,0.0001925783,0.9992346,0.000004781039,0.00004415416,0.000119347,0.0001887831,0.00007491867,0.00002016792,0.00001703918,0.00008273845,0.000004774902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994107,0.0002000151,0.00003243377,0.00003775844,0.00000547736,0.000007189849,0.0001624826,0.000001852754,0.0001420465],"genre_scores_gemma":[0.9995862,0.00006185081,0.00003897951,0.00003728041,0.00001172091,0.000008920817,0.0001780565,8.818606e-7,0.00007627378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006065994,"threshold_uncertainty_score":0.01206136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05291027239000501,"score_gpt":0.3442696391967524,"score_spread":0.2913593668067473,"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."}}