{"id":"W4390198816","doi":"10.1002/alz.081973","title":"Neuroinflammation Exacerbates Irritability and Agitation in Alzheimer’s Disease","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Irritability; Apathy; Precuneus; Disinhibition; Psychology; Posterior cingulate; Internal medicine; Depression (economics); Dementia; Clinical psychology; Anxiety; Psychiatry; Neuroscience; Disease; Medicine; Cognition","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":[0.0004729543,0.000472705,0.0006550046,0.000824148,0.0004876958,0.0005671665,0.0001927706,0.0002748697,0.001714794],"category_scores_gemma":[0.001307651,0.000197987,0.0003581308,0.0005001618,0.0003757222,0.0003422347,0.0006006969,0.0005667958,0.0002256367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005084286,"about_ca_system_score_gemma":0.0002467358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002447527,"about_ca_topic_score_gemma":0.003190402,"domain_scores_codex":[0.9997465,0.00007786351,0.0000331436,0.00004041243,0.00005613098,0.0000459926],"domain_scores_gemma":[0.9993222,0.00006318183,0.0003520339,0.00004359856,0.000112928,0.0001061596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00198653,0.0003347932,0.968762,0.0001101949,0.0001927899,0.001772658,0.0004420387,0.0001161001,0.01231024,0.00008078075,0.0004090838,0.01348277],"study_design_scores_gemma":[0.000009254719,0.0002005727,0.9982086,0.00001034332,0.00002581856,0.0008659172,0.0001311253,0.000106613,0.0001967274,0.0001097235,0.0001311254,0.000004168887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982727,0.0005838586,0.00007328844,0.00006143284,0.000006933033,0.00001206074,0.00007407842,0.000006515529,0.0009091732],"genre_scores_gemma":[0.9993105,0.0002004656,0.0001032148,0.00003343177,0.00001674761,0.000008444922,0.00008639391,0.00000176301,0.0002389123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002447527,"threshold_uncertainty_score":0.005736589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04450595310766002,"score_gpt":0.3226830136339126,"score_spread":0.2781770605262525,"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."}}