{"id":"W3113037832","doi":"10.1002/alz.047436","title":"Depression and increased risk of Alzheimer’s dementia: Longitudinal analyses of modifiable risk and sex‐related factors","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Depression (economics); Dementia; History of depression; Medicine; Longitudinal study; Demography; Risk factor; Gerontology; Internal medicine; Psychiatry; Cognition; Disease; Pathology","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":[0.002346571,0.0003720703,0.0004554194,0.001004947,0.0005345905,0.0007569469,0.0005334238,0.0006434805,0.001351732],"category_scores_gemma":[0.003480992,0.0004613498,0.001749162,0.001505579,0.0002129198,0.0005408907,0.0006333375,0.001010073,0.0001709978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002756342,"about_ca_system_score_gemma":0.0005502331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009918468,"about_ca_topic_score_gemma":0.008318535,"domain_scores_codex":[0.9991104,0.0003454936,0.00008289125,0.0002177655,0.00009254493,0.0001509285],"domain_scores_gemma":[0.9975332,0.000486107,0.0008572112,0.0004323551,0.0003330007,0.0003580931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003482555,0.00003655941,0.9979706,0.00001150085,0.0004659216,0.00003168597,0.00002415409,0.00005769143,0.00009067458,0.00001790454,0.000119057,0.0008259075],"study_design_scores_gemma":[0.00002465236,0.0001262288,0.9986187,0.000008982982,0.0002714767,0.0000763124,0.00004333383,0.0005611032,0.00004465182,0.00005593905,0.0001630048,0.000005627699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947861,0.001988311,0.0003783003,0.0001346621,0.00003020213,0.0000171266,0.002260928,0.0000142692,0.0003899879],"genre_scores_gemma":[0.9980183,0.0003396671,0.0002375132,0.000033006,0.00002351067,0.00002138438,0.001129561,0.000004423687,0.0001925786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009918468,"threshold_uncertainty_score":0.01972151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05824772806068827,"score_gpt":0.3319678949395531,"score_spread":0.2737201668788649,"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."}}