{"id":"W4390198446","doi":"10.1002/alz.081645","title":"Structural brain network degeneration associated with agitation in dementia","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Dementia; Neuroimaging; Default mode network; Frontotemporal dementia; Psychology; Cognition; Frontotemporal lobar degeneration; Clinical psychology; Psychiatry; Disease; Audiology; Medicine; Pathology","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":[0.0004090639,0.0003051877,0.0002239579,0.00249122,0.0004758418,0.0005268375,0.0002518064,0.0002377898,0.002251295],"category_scores_gemma":[0.002446618,0.0001582463,0.0002027805,0.0012821,0.0003053093,0.0004602936,0.0005807614,0.0002482239,0.0001639455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005439835,"about_ca_system_score_gemma":0.0002340903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003933348,"about_ca_topic_score_gemma":0.007037593,"domain_scores_codex":[0.9997769,0.00005079355,0.00002702724,0.00006696825,0.00004560601,0.00003262107],"domain_scores_gemma":[0.9990012,0.0001833999,0.0004810338,0.00007190691,0.0001737455,0.00008878675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001149684,0.00009689078,0.9324618,0.0001961126,0.0004967008,0.001983131,0.0005506058,0.00268085,0.01936276,0.0008228812,0.001469357,0.03872925],"study_design_scores_gemma":[0.00001778107,0.00009701143,0.9888946,0.00002028548,0.00008096994,0.00260905,0.0001386737,0.0042563,0.001509592,0.001952498,0.0004132339,0.00001006519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968348,0.000291622,0.001304275,0.00006447474,0.00000497441,0.00002314713,0.0004945881,0.00003436568,0.0009476343],"genre_scores_gemma":[0.99827,0.00009292837,0.001004661,0.0000151509,0.000008530259,0.00001940287,0.0003791486,0.000005509792,0.0002046142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003933348,"threshold_uncertainty_score":0.007820904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.053376090971306,"score_gpt":0.2740623519093647,"score_spread":0.2206862609380587,"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."}}