{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001257051,0.0002351988,0.0002620396,0.0004104554,0.0002117812,0.00003071841,0.00005850492,0.00009790515,0.0008902008],"category_scores_gemma":[0.0002605609,0.0002115697,0.00007342485,0.0005722854,0.0001868409,0.0001138223,0.0001290879,0.0001743628,0.00006719452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00014141,"about_ca_system_score_gemma":0.0004253734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01014478,"about_ca_topic_score_gemma":0.1173767,"domain_scores_codex":[0.9979223,0.0001364067,0.0002332684,0.0004022737,0.0005829016,0.0007228552],"domain_scores_gemma":[0.9986594,0.0002020315,0.00008467377,0.0001159099,0.0001969492,0.0007409745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000702517,0.0004626188,0.9919332,0.00001569142,0.001621976,0.00006533135,0.00007733754,0.000003365933,5.666355e-7,0.00001082843,0.003437568,0.001668953],"study_design_scores_gemma":[0.01147809,0.000244312,0.9856839,0.0001457481,0.001492302,5.427796e-7,0.0002602067,0.0001601503,0.000007587702,0.0001104209,0.0001935178,0.0002231914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930701,0.0002908917,6.863111e-7,0.001411479,0.00005930414,0.003775526,0.0006449507,0.0000742715,0.0006727441],"genre_scores_gemma":[0.9924235,0.0001315714,0.000001462653,0.0007480822,0.00001762967,0.003227673,0.003328064,0.00004088534,0.00008116577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.107232,"threshold_uncertainty_score":0.9964467,"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."}}