{"id":"W4390193726","doi":"10.1002/alz.080138","title":"Neuroinflammation Exacerbates Irritability and Agitation in Alzheimer’s Disease","year":2023,"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":"McGill University; McGill University Health Centre","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":[0.0004679954,0.0004776956,0.0006605293,0.0008269303,0.0004859862,0.0005725212,0.0001967064,0.0002742104,0.001672835],"category_scores_gemma":[0.001252704,0.0002004526,0.0003608588,0.0005044052,0.0003795795,0.0003365392,0.0005918355,0.0005611572,0.0002238934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005133103,"about_ca_system_score_gemma":0.0002477919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002515194,"about_ca_topic_score_gemma":0.003263563,"domain_scores_codex":[0.9997486,0.00007688311,0.00003273967,0.00004152044,0.00005460779,0.00004561199],"domain_scores_gemma":[0.9993346,0.00005994397,0.0003490226,0.00004362868,0.0001092415,0.0001034432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002081455,0.0003358944,0.9667691,0.0001137685,0.0002006698,0.001850943,0.0004467012,0.0001207018,0.01360696,0.00008377131,0.000415503,0.01397459],"study_design_scores_gemma":[0.000009285457,0.0002004029,0.9981858,0.00001027467,0.0000260772,0.0008784817,0.0001282815,0.0001051803,0.0002058165,0.0001129036,0.0001332689,0.000004184461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982559,0.0005974804,0.00007714613,0.00006174746,0.000006897377,0.00001206491,0.00007620447,0.000006728481,0.0009057677],"genre_scores_gemma":[0.999303,0.0002067042,0.000105332,0.0000332662,0.00001620902,0.000008327281,0.0000861158,0.000001829948,0.0002392594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002515194,"threshold_uncertainty_score":0.005596161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04679041960489295,"score_gpt":0.2853089479738932,"score_spread":0.2385185283690002,"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."}}