{"id":"W2944396145","doi":"10.1016/j.physbeh.2019.05.006","title":"The efficacy of anti-inflammatory treatment interventions on depression in individuals with major depressive disorder and high levels of inflammation: A systematic review of randomized clinical trials","year":2019,"lang":"en","type":"review","venue":"Physiology & Behavior","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Randomized controlled trial; Psychological intervention; Medicine; Major depressive disorder; Inflammation; Depression (economics); Clinical trial; Antidepressant; Meditation; Internal medicine; Intervention (counseling); Placebo; Physical therapy; Psychiatry; Alternative medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004015901,0.0004507132,0.008994152,0.0002256611,0.00006362214,0.00001104553,0.0004801002,0.0002658063,0.00003312838],"category_scores_gemma":[0.008752625,0.0002113099,0.001711045,0.0002694013,0.0007491341,0.00006505964,0.0001359737,0.0002722869,0.000005904407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002594333,"about_ca_system_score_gemma":0.0001907101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008483381,"about_ca_topic_score_gemma":0.000005486559,"domain_scores_codex":[0.9819109,0.01224604,0.004758559,0.0005666724,0.0003055326,0.0002122757],"domain_scores_gemma":[0.9704915,0.0224188,0.006131771,0.0008263998,0.00008428939,0.00004723538],"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":[0.001954144,0.001613455,0.0002873292,0.8819242,0.0007765381,0.000005511479,0.0001322741,0.000003377979,0.000706733,0.0004106828,0.00001118202,0.1121745],"study_design_scores_gemma":[0.0581917,0.0005804272,0.005601192,0.9217458,0.01224193,0.00001070832,0.00003536467,0.000002145014,0.0009711475,0.00003043765,0.0002285713,0.0003605502],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07387597,0.9117233,0.000005590235,0.00002739154,0.0001478181,0.01399699,0.0002031829,0.00001136978,0.000008395921],"genre_scores_gemma":[0.03622426,0.9612023,0.00001650829,0.00001567508,0.0000213785,0.002421618,0.00003060951,0.00003152932,0.00003611796],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.111814,"threshold_uncertainty_score":0.9995971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.132576272563833,"score_gpt":0.4317617295654484,"score_spread":0.2991854570016154,"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."}}