{"id":"W2215638520","doi":"10.1080/13607863.2015.1049115","title":"Folate and B12 serum levels in association with depression in the aged: a systematic review and meta-analysis","year":2015,"lang":"en","type":"review","venue":"Aging & Mental Health","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Depression (economics); Medicine; Association (psychology); Internal medicine; Clinical psychology; Demography; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007038087,0.0002657335,0.004556719,0.0003707175,0.00007962267,0.00004105918,0.000107109,0.0001007929,0.00001606135],"category_scores_gemma":[0.00008303376,0.0001240327,0.0002519206,0.001048527,0.00001761751,0.00008408022,0.0000663014,0.0005608794,0.000003676281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006205899,"about_ca_system_score_gemma":0.0002480116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006589726,"about_ca_topic_score_gemma":0.0009827253,"domain_scores_codex":[0.9962376,0.001610111,0.0007932024,0.0003672672,0.0006540553,0.000337764],"domain_scores_gemma":[0.9987252,0.0002547359,0.0005080259,0.0003423154,0.00003660858,0.0001330626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000003322594,0.00006039947,0.001572467,0.9715545,0.01172735,0.0000345944,0.0009972345,4.371266e-8,2.245212e-8,0.0000015343,0.0002087279,0.01383977],"study_design_scores_gemma":[0.001248012,0.0004955122,0.003151936,0.3634844,0.6202331,0.0003806956,0.0006667834,0.00004118928,1.415747e-7,0.000008975397,0.00985303,0.0004363172],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002428066,0.9939716,0.000001226387,0.001532501,0.000007003488,0.004136564,0.00005890678,0.000007968785,0.00004135869],"genre_scores_gemma":[0.002556847,0.9954645,0.00004209893,0.001161429,0.000008301284,0.000229328,0.00008679691,0.00002042677,0.000430256],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6085057,"threshold_uncertainty_score":0.5057905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1760638720546853,"score_gpt":0.4639160687822552,"score_spread":0.2878521967275699,"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."}}