{"id":"W2799497060","doi":"10.1016/j.jagp.2018.05.002","title":"Depression and Risk of Alzheimer Dementia: A Longitudinal Analysis to Determine Predictors of Increased Risk among Older Adults with Depression","year":2018,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"National Institute on Aging","keywords":"Depression (economics); Dementia; Longitudinal study; Psychology; Psychiatry; Gerontology; Medicine; Clinical psychology; 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":[0.001409864,0.0005004675,0.0005289604,0.0007909035,0.0008821792,0.0009489287,0.0004884457,0.001096722,0.0009047679],"category_scores_gemma":[0.002342379,0.0006248835,0.001459883,0.001077287,0.0002916497,0.001089863,0.0006133739,0.00162866,0.0002486129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004085022,"about_ca_system_score_gemma":0.0008315856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01356163,"about_ca_topic_score_gemma":0.01725243,"domain_scores_codex":[0.9995395,0.0001382407,0.00006393307,0.0000856796,0.00007597773,0.00009656248],"domain_scores_gemma":[0.9987494,0.0001675231,0.0003988666,0.0001340758,0.0001907849,0.0003594782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002178344,0.0001145429,0.9990762,0.000002770694,0.00008303075,0.00003375152,0.0000481116,0.0000159148,0.00005797592,0.000005073335,0.00002755901,0.0003171689],"study_design_scores_gemma":[0.00001976157,0.0002185129,0.9990627,0.000004520577,0.00008692572,0.0001054292,0.0001616982,0.0002251235,0.00003519513,0.00001396896,0.0000621885,0.000003981847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992638,0.0002182819,0.00007632915,0.00004303862,0.000009275447,0.00001402787,0.0002020877,0.000002371367,0.0001707651],"genre_scores_gemma":[0.9990919,0.0001298963,0.0001155086,0.0000345433,0.00001357203,0.00002090756,0.0003694689,0.000001447065,0.0002227958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01356163,"threshold_uncertainty_score":0.02696538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004847832984552816,"score_gpt":0.2630699408869166,"score_spread":0.2582221079023638,"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."}}