{"id":"W4390194187","doi":"10.1002/alz.079000","title":"Increased regional brain inflammation predicts longitudinal brain atrophy in individuals in the Alzheimer’s disease continuum","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Atrophy; Voxel-based morphometry; Neuroscience; Medicine; Grey matter; Entorhinal cortex; Cingulate cortex; Brain morphometry; Neurodegeneration; Psychology; Pathology; White matter; Disease; Magnetic resonance imaging; Central nervous system; Hippocampus","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":[0.0007685887,0.0004009855,0.0003498066,0.0008284339,0.0006231682,0.0007014266,0.0003383915,0.0005866913,0.002191854],"category_scores_gemma":[0.001689664,0.0002495623,0.0004460172,0.0005190602,0.0003672162,0.0004871441,0.0006441517,0.0006782922,0.0003049928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002149683,"about_ca_system_score_gemma":0.0001632905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003149845,"about_ca_topic_score_gemma":0.00382003,"domain_scores_codex":[0.9997372,0.00007354795,0.00002444791,0.00009835244,0.00003102705,0.00003547146],"domain_scores_gemma":[0.99889,0.0002107635,0.0005179397,0.00009070621,0.0001027944,0.0001877711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003000228,0.0000467881,0.9967927,0.0000069235,0.00007327652,0.0001097476,0.0001053633,0.00009910069,0.001126046,0.00002865754,0.00009901528,0.001212322],"study_design_scores_gemma":[0.000005120166,0.0001006073,0.9989724,0.000004976788,0.00002761218,0.0002430202,0.0001000765,0.000280201,0.0001163118,0.00008972338,0.00005692629,0.000003015427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993298,0.0001229464,0.0001434123,0.00004167359,0.000003231809,0.000003667862,0.0001279306,0.000007036484,0.0002203242],"genre_scores_gemma":[0.9995077,0.00003389984,0.00015848,0.00001472169,0.000005720908,0.000004412339,0.0001553855,0.000001888435,0.000117899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003149845,"threshold_uncertainty_score":0.007332444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06718633942458845,"score_gpt":0.292666864552193,"score_spread":0.2254805251276045,"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."}}