{"id":"W2154569902","doi":"10.1001/archneur.60.5.753","title":"Depression as a Risk Factor for Alzheimer Disease","year":2003,"lang":"en","type":"article","venue":"Archives of Neurology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":546,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Human Genome Research Institute; National Institute on Aging","keywords":"Depression (economics); Odds ratio; Medicine; Confidence interval; Epidemiology; Family history; Alzheimer's disease; Disease; Internal medicine; Pediatrics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005309447,0.00008283827,0.0001527659,0.0001041163,0.00004866112,0.000002890255,0.00006183,0.00002413578,0.000457548],"category_scores_gemma":[0.0004923845,0.00006541072,0.000117097,0.00003938,0.0001366742,0.00002316986,0.00003400032,0.0001236841,0.00001679813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":7.100319e-7,"about_ca_system_score_gemma":0.00007096992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005304187,"about_ca_topic_score_gemma":9.628633e-7,"domain_scores_codex":[0.9991295,0.0001588547,0.0001309253,0.0002249358,0.0001183646,0.0002374272],"domain_scores_gemma":[0.9991025,0.0004527336,0.00005302704,0.0001772009,0.00002849578,0.0001859879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004125284,0.0003955209,0.9040978,0.00004447636,0.0001291691,0.00005985864,0.000129729,0.000001494598,0.008790164,0.0006455577,0.00009206968,0.08148891],"study_design_scores_gemma":[0.002064595,0.001691571,0.966719,0.000009921832,0.0001786788,0.00001993133,0.000008049984,0.0001496081,0.008146219,0.005160879,0.01579485,0.00005668313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879585,0.0004040134,0.0009941022,0.000578725,0.00005830123,0.0006071661,0.0000537235,0.00001663175,0.009328839],"genre_scores_gemma":[0.9983574,0.000126542,0.000393035,0.0006644985,0.00002534424,0.00005688826,0.000008861977,0.00001373358,0.0003536856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08143222,"threshold_uncertainty_score":0.500983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02306323311768367,"score_gpt":0.3279983490354441,"score_spread":0.3049351159177604,"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."}}