{"id":"W4210482244","doi":"10.1016/j.biopsych.2022.01.012","title":"Development of Apathy, Anxiety, and Depression in Cognitively Unimpaired Older Adults: Effects of Alzheimer’s Disease Pathology and Cognitive Decline","year":2022,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University Hospital Foundation; Marcus och Amalia Wallenbergs minnesfond; Skånes universitetssjukhus; Pfizer; Australian Government; Vetenskapsrådet; Eisai; Alzheimerfonden; Avid Radiopharmaceuticals; Parkinsonfonden; Hjärnfonden; Biogen; Roche; GE Healthcare; Knut och Alice Wallenbergs Stiftelse; Lunds Universitet; Eli Lilly and Company","keywords":"Apathy; Anxiety; Depression (economics); Psychology; Cognition; Cognitive decline; Psychiatry; Alzheimer's disease; Disease; Clinical psychology; Medicine; Dementia; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001640103,0.0005617011,0.000383296,0.0009479654,0.0003848335,0.0007810468,0.000367431,0.000598856,0.0009994998],"category_scores_gemma":[0.004619325,0.0003273745,0.0007269263,0.0006157825,0.0004165241,0.000541883,0.0006395994,0.0006489615,0.0001475145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002900104,"about_ca_system_score_gemma":0.0003018772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004644832,"about_ca_topic_score_gemma":0.007535999,"domain_scores_codex":[0.9994796,0.0001727031,0.00006281014,0.000113437,0.0001048953,0.00006661569],"domain_scores_gemma":[0.9967163,0.0007235828,0.00162903,0.0002324446,0.0002319482,0.0004668238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003896234,0.00006901364,0.9977253,0.00001015804,0.0001136078,0.00006454132,0.00006349255,0.00002410418,0.0001361406,0.000005030462,0.00001925947,0.001379619],"study_design_scores_gemma":[0.000005168894,0.0001243911,0.9996195,0.00000283362,0.00002454345,0.00009863654,0.00003442925,0.00004762379,0.00001492707,0.00001352612,0.00001294514,0.000001337229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993259,0.0004091364,0.00002646016,0.00002110441,0.000003100214,0.000004537536,0.00006832848,0.000001453529,0.0001399798],"genre_scores_gemma":[0.9996176,0.00010848,0.00005572183,0.00001569535,0.000006567806,0.000004281647,0.0001236501,4.894345e-7,0.00006759945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004644832,"threshold_uncertainty_score":0.00923562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770108806584087,"score_gpt":0.303294569395841,"score_spread":0.2855934813300002,"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."}}