{"id":"W4400389843","doi":"10.1002/gps.6121","title":"Association between depression and incident dementia: Longitudinal findings from the share study","year":2024,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Dementia; Depression (economics); Hazard ratio; Confounding; Medicine; Proportional hazards model; Confidence interval; Longitudinal study; Risk factor; Cognitive decline; Psychology; Psychiatry; Internal medicine; Gerontology; 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":[0.002319143,0.0003264744,0.0005317579,0.0009855923,0.0003809685,0.0008619078,0.0006302332,0.0005259983,0.001010007],"category_scores_gemma":[0.003726657,0.0004729092,0.0009350298,0.001368236,0.000335144,0.0006833604,0.00133318,0.0005936295,0.0002581875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003586987,"about_ca_system_score_gemma":0.0004774909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009933285,"about_ca_topic_score_gemma":0.01114895,"domain_scores_codex":[0.9990281,0.0003701503,0.0001291269,0.0001656349,0.0001692672,0.0001377766],"domain_scores_gemma":[0.9974279,0.0003287974,0.001078824,0.0003559953,0.0004118985,0.0003966561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003041733,0.00004039393,0.9982734,0.00002201828,0.0002463693,0.00007782571,0.0001868971,0.00001889394,0.0001010848,0.00001167521,0.0001202114,0.0005970021],"study_design_scores_gemma":[0.00002219676,0.00009145198,0.9992427,0.00001153862,0.00009845982,0.0001198167,0.0001916831,0.00004697522,0.00001870437,0.00001315661,0.0001397387,0.000003630716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980679,0.0005117658,0.00009101587,0.0000543915,0.000007090665,0.0000122987,0.001066839,0.000003274864,0.0001853622],"genre_scores_gemma":[0.9975575,0.0004048461,0.000104287,0.00004267409,0.00001650938,0.00002235091,0.001705658,0.000003306975,0.0001428239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009933285,"threshold_uncertainty_score":0.01975095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0151567285628161,"score_gpt":0.3345829522128871,"score_spread":0.319426223650071,"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."}}