{"id":"W4406222880","doi":"10.1002/alz.093747","title":"Neuropsychiatric symptoms and brain aging in mild cognitive impairment and early dementia: A multicenter study","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Dementia; Cognitive impairment; Brain aging; Medicine; Psychology; Cognition; Psychiatry; Neuroscience; Internal medicine; Disease","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":[0.002064883,0.000719485,0.0006471984,0.0009030681,0.0009910837,0.0007861598,0.0006009807,0.000771716,0.0008510091],"category_scores_gemma":[0.002574764,0.0004592138,0.0007071425,0.001177505,0.0004420513,0.0007343727,0.000712553,0.0006499726,0.0002584111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000376297,"about_ca_system_score_gemma":0.000404414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006853923,"about_ca_topic_score_gemma":0.006039207,"domain_scores_codex":[0.9991035,0.0003751144,0.00009244558,0.0002244467,0.0001035177,0.0001009605],"domain_scores_gemma":[0.9983788,0.0001887405,0.0005462606,0.0001645665,0.0002151016,0.0005066182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005762172,0.0001940757,0.9979451,0.00001170455,0.0001380995,0.0001098578,0.0001717618,0.00002578866,0.0001257246,0.000009175084,0.0000587158,0.0006337489],"study_design_scores_gemma":[0.00005515723,0.0003805929,0.9988334,0.000005157255,0.00007262475,0.0001902974,0.0002216473,0.00009551788,0.00002950811,0.00001077826,0.0001006495,0.000004846234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995283,0.0001190621,0.00003353218,0.00001494955,0.000003049579,0.0000194535,0.0001595312,0.000001211744,0.0001209253],"genre_scores_gemma":[0.9994729,0.00005343867,0.00007044512,0.00001994508,0.00001385747,0.00002319417,0.0002775201,0.000001099546,0.00006764667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006853923,"threshold_uncertainty_score":0.01362807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173377984434399,"score_gpt":0.3144747832979818,"score_spread":0.2971369848545419,"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."}}