{"id":"W4206409982","doi":"10.1002/alz.055618","title":"Self‐reported and informant‐reported depressive symptoms are independent and divergent predictors of new onset dementia in older adults","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Dementia; Geriatric Depression Scale; Depression (economics); Proportional hazards model; Clinical Dementia Rating; Psychology; Psychiatry; Depressive symptoms; Cognition; Clinical psychology; Medicine; Internal medicine; Cognitive impairment; 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":[0.002228448,0.0003847609,0.0004162851,0.0006642665,0.0002646902,0.0008240619,0.0003702738,0.0005024737,0.001103709],"category_scores_gemma":[0.00712665,0.0002698417,0.0006112401,0.0005399426,0.0002393735,0.0003825471,0.0005068306,0.0005067987,0.0002375789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001840687,"about_ca_system_score_gemma":0.0001935794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002846125,"about_ca_topic_score_gemma":0.004596069,"domain_scores_codex":[0.9991072,0.0004097147,0.0001379142,0.0001379014,0.0001383078,0.00006895814],"domain_scores_gemma":[0.9956394,0.001492174,0.001542299,0.00033714,0.0005068775,0.0004820036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001367443,0.00002589288,0.9990433,0.00000994604,0.00009115921,0.00001840563,0.00005493147,0.00001575169,0.00005887012,0.000004112786,0.00002809122,0.000512835],"study_design_scores_gemma":[0.00001088363,0.00008019985,0.9995151,0.000005400822,0.00004981222,0.00006603354,0.00006976048,0.0001221959,0.00003210315,0.00001602563,0.0000304686,0.0000021205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990935,0.0003093827,0.00006275344,0.00002327535,0.000006732406,0.00000695033,0.0003171441,0.000002479436,0.0001777344],"genre_scores_gemma":[0.999272,0.0000822119,0.00007734983,0.00001813074,0.000008525671,0.000007355443,0.0004493388,8.208873e-7,0.0000841794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002846125,"threshold_uncertainty_score":0.01178533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597122378275169,"score_gpt":0.2766501623239979,"score_spread":0.2606789385412462,"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."}}