{"id":"W4406222657","doi":"10.1002/alz.095723","title":"Association of later‐life emergent affective dysregulation with neuroinflammatory biomarkers in dementia‐free older adults","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Dementia; Association (psychology); Psychology; Neuroinflammation; Medicine; Psychiatry; Clinical psychology; Gerontology; Disease; Psychotherapist; Internal medicine","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":[0.0004937082,0.0002993776,0.0002866731,0.0005171825,0.0003019687,0.0006651474,0.0002240245,0.0003712472,0.001287171],"category_scores_gemma":[0.001566872,0.0001367527,0.000355896,0.0005333496,0.0001214267,0.000260282,0.000401693,0.0003990582,0.0001548054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002060876,"about_ca_system_score_gemma":0.0001776465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003134088,"about_ca_topic_score_gemma":0.004237533,"domain_scores_codex":[0.999745,0.00005735808,0.00004804592,0.0000754339,0.00003459292,0.00003964925],"domain_scores_gemma":[0.9989607,0.0001381022,0.0005583473,0.00006381213,0.0001580791,0.0001208966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001202577,0.00003244991,0.9985216,0.00001505141,0.00006717861,0.00001895792,0.00002783309,0.00002649384,0.0001872588,0.000006944299,0.00004101829,0.0009348872],"study_design_scores_gemma":[0.000004094527,0.0000622368,0.9994992,0.00000454746,0.00003771183,0.00006510095,0.00004393291,0.0001163839,0.00007504737,0.0000196862,0.00007041347,0.000001572056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985393,0.0003822834,0.0001115465,0.00003260932,0.000007076986,0.000008148825,0.0006291515,0.000003903854,0.0002859609],"genre_scores_gemma":[0.9993054,0.00008621107,0.00009187454,0.00002348242,0.000009586162,0.00000878214,0.0003518371,4.469446e-7,0.000122519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003134088,"threshold_uncertainty_score":0.006231725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01102722562470196,"score_gpt":0.2323047039834802,"score_spread":0.2212774783587782,"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."}}