{"id":"W2953438631","doi":"10.1093/geroni/igz015","title":"Sex Differences in Depression as a Risk Factor for Alzheimer’s Disease: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Centre for Family Medicine; Sunnybrook Health Science Centre","funders":"Department of Family and Community Medicine, University of Toronto; Canadian Institutes of Health Research; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"PsycINFO; Depression (economics); Meta-analysis; Association (psychology); Observational study; Disease; Clinical psychology; Systematic review; Psychology; MEDLINE; Risk factor; Medicine; Internal medicine; Biology; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0114038,0.001308482,0.00811515,0.005849769,0.0005823508,0.002562396,0.001369638,0.001858009,0.002781166],"category_scores_gemma":[0.04284448,0.0009931996,0.01150099,0.006459816,0.0008492614,0.001717874,0.001163278,0.001171005,0.0001769414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003065048,"about_ca_system_score_gemma":0.007367325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008580994,"about_ca_topic_score_gemma":0.0246612,"domain_scores_codex":[0.9912116,0.003753189,0.002773707,0.0007323551,0.001276019,0.0002531253],"domain_scores_gemma":[0.9659589,0.02588973,0.00552279,0.0004840819,0.001858832,0.0002856852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004467843,0.00001901532,0.004971349,0.8998715,0.06317262,0.0001268507,0.0002313022,0.0001815112,0.0001331179,0.0002306222,0.001138468,0.02947694],"study_design_scores_gemma":[0.0005414226,0.0003518763,0.01888055,0.6037675,0.3643501,0.0006348271,0.0003199373,0.0002286616,0.0002291945,0.0005971768,0.0100418,0.00005704657],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001540022,0.9976707,0.0001072612,0.000186244,0.00008064201,0.0001339685,0.0001482179,0.000004419591,0.0001285707],"genre_scores_gemma":[0.05496711,0.9425664,0.0008536089,0.0006161497,0.0001285221,0.0005020053,0.0002322062,0.000005977444,0.0001280116],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0114038,"threshold_uncertainty_score":0.06030977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1305208089552676,"score_gpt":0.439850370205061,"score_spread":0.3093295612497934,"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."}}