{"id":"W3204733994","doi":"10.3389/fnagi.2021.740181","title":"Late-Life Depressive Symptomatology, Motoric Cognitive Risk Syndrome, and Incident Dementia: The “NuAge” Study Results","year":2021,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université de Montréal; Centre Hospitalier de l’Université de Montréal; McGill University; Institut Universitaire de Gériatrie de Montréal; Jewish General Hospital","funders":"Canadian Institutes of Health Research; Réseau québécois de recherche sur le vieillissement; Université de Sherbrooke","keywords":"Dementia; Late life depression; Geriatric Depression Scale; Depression (economics); Longitudinal study; Cohort; Cohort study; Odds ratio; Psychology; Psychiatry; Cognition; Medicine; Gerontology; Depressive symptoms; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00120938,0.0004420153,0.0004066671,0.0004871138,0.0008553682,0.001179364,0.0005788156,0.0005469816,0.001292962],"category_scores_gemma":[0.002021871,0.0001902425,0.00067366,0.0009561895,0.0002677735,0.0003554679,0.0004461711,0.000545723,0.0001701215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001837755,"about_ca_system_score_gemma":0.002101406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5830868,"about_ca_topic_score_gemma":0.6920618,"domain_scores_codex":[0.9995381,0.0001153597,0.0000384525,0.0001075125,0.0001073424,0.00009324184],"domain_scores_gemma":[0.9983385,0.0001471219,0.0004078699,0.0001081784,0.000630974,0.00036742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009053585,0.00001385078,0.9988289,0.00001224427,0.00009573688,0.00003441453,0.00004898246,0.00001531391,0.00004865401,0.000008136346,0.0002307522,0.0005725077],"study_design_scores_gemma":[0.000007224916,0.00002016722,0.9995183,0.000009633042,0.00005035114,0.00005273046,0.00007200289,0.000052211,0.00001103531,0.000004002894,0.0002001517,0.000002263247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992883,0.001550355,0.0001346188,0.0001612363,0.00001959559,0.00003384298,0.003881814,0.000008012115,0.001327527],"genre_scores_gemma":[0.9974746,0.0002724626,0.00010901,0.00006308572,0.00001244157,0.00001837312,0.001615996,0.000002320286,0.0004315843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5830868,"threshold_uncertainty_score":0.8387369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494246570690567,"score_gpt":0.2964182516856479,"score_spread":0.2814757859787423,"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."}}