{"id":"W3183120271","doi":"10.1186/s12974-021-02169-0","title":"Cognitive and brain cytokine profile of non-demented individuals with cerebral amyloid-beta deposition","year":2021,"lang":"en","type":"article","venue":"Journal of Neuroinflammation","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute on Aging; Canadian Institutes of Health Research; McGill University","keywords":"Cognitive decline; Neuroinflammation; Amyloid beta; Temporal cortex; Psychology; Neuroscience; Amyloid (mycology); Cognition; Dementia; Alzheimer's disease; Medicine; Inflammation; Internal medicine; Pathology; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001650936,0.0003681995,0.000300157,0.00073649,0.0003143543,0.0003403377,0.0001047076,0.0002371946,0.0007363882],"category_scores_gemma":[0.0005494045,0.0001201088,0.0001599975,0.0004069921,0.000190928,0.0001694883,0.0001646082,0.0002145129,0.0001502361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001391621,"about_ca_system_score_gemma":0.00009752541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001367462,"about_ca_topic_score_gemma":0.001681127,"domain_scores_codex":[0.9999481,0.000007121442,0.000006849107,0.00001392195,0.00001202673,0.00001194858],"domain_scores_gemma":[0.9997867,0.00002864043,0.00008826047,0.00001195674,0.00004170581,0.00004270848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001862585,0.0001730836,0.9748097,0.00007149176,0.0001378948,0.001996067,0.0005850336,0.0001043015,0.01448627,0.00002970365,0.0001578986,0.005585997],"study_design_scores_gemma":[0.000009211894,0.0002361672,0.998156,0.000005256178,0.00003794593,0.0008725474,0.0001621658,0.00005153809,0.0003073305,0.00004068896,0.00011786,0.000003257851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994175,0.0002145843,0.00002774851,0.00000839213,0.000001762525,0.000004311124,0.00008035094,0.000001884627,0.0002434538],"genre_scores_gemma":[0.9994318,0.0001316052,0.00007400052,0.00002267075,0.000008247262,0.000008108349,0.0001579384,8.117211e-7,0.0001647357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001367462,"threshold_uncertainty_score":0.002718985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02021063180919369,"score_gpt":0.2617807436133436,"score_spread":0.2415701118041499,"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."}}