{"id":"W4385725043","doi":"10.1097/wad.0000000000000574","title":"Can Depressive Symptomatology at Diagnosis Predict Cognitive and Functional Decline Over 1 Year in Rural Canadian Patients With Dementia?","year":2023,"lang":"en","type":"article","venue":"Alzheimer Disease & Associated Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Science Centre for Human and Animal Health; University of Saskatchewan","funders":"","keywords":"Dementia; Depressive symptoms; Cognitive decline; Cognition; Alzheimer's disease; Psychiatry; Medicine; Gerontology; Psychology; Clinical psychology; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003989249,0.0002473984,0.0002649983,0.0005955916,0.001088743,0.0005522618,0.0004883978,0.0003499,0.001076067],"category_scores_gemma":[0.001815114,0.000152472,0.0002607678,0.000928983,0.0004145107,0.0002567995,0.0003057273,0.0004399431,0.0001308904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003113732,"about_ca_system_score_gemma":0.003212471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7839506,"about_ca_topic_score_gemma":0.8576586,"domain_scores_codex":[0.9998129,0.00002428968,0.00001211387,0.00002988773,0.00005709422,0.00006365356],"domain_scores_gemma":[0.9994166,0.0000500107,0.0001767268,0.00001408556,0.0001480515,0.000194592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005211789,0.00001773886,0.9984239,0.000007104622,0.00001070628,0.00003572836,0.0001611782,0.00002376674,0.0000597453,0.000007832963,0.0001056207,0.001094622],"study_design_scores_gemma":[0.000004029995,0.00002535843,0.9994413,0.000005718805,0.000008069801,0.00004708207,0.0002783888,0.00008768792,0.00001084735,0.00001092814,0.00007803798,0.00000245454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987383,0.0002650852,0.0000171939,0.0001615616,0.000004118575,0.000006912606,0.0002480641,0.000001600098,0.000557104],"genre_scores_gemma":[0.9995757,0.000109914,0.00003120333,0.00002568302,0.000003930023,0.000002373085,0.0001686688,3.508923e-7,0.00008221876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2160494,"threshold_uncertainty_score":0.4346436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008316618533957095,"score_gpt":0.2504765332420005,"score_spread":0.2421599147080434,"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."}}