{"id":"W2408685783","doi":"10.1007/7854_2016_2","title":"Evidence for Inflammation-Associated Depression","year":2016,"lang":"en","type":"review","venue":"Current topics in behavioral neurosciences","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":103,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Inflammation; Depression (economics); Tumor necrosis factor alpha; Medicine; Cytokine; Proinflammatory cytokine; Immunology; Oxidative stress; Interleukin; Bioinformatics; Internal medicine; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003392986,0.0004452333,0.0008122665,0.0003905446,0.0002588604,0.0002058703,0.001333813,0.00022639,0.00003221202],"category_scores_gemma":[0.003083354,0.0003080625,0.0003706205,0.000889979,0.0003487467,0.0005810697,0.0002393512,0.000395873,0.00003271964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001435473,"about_ca_system_score_gemma":0.0003076342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003149034,"about_ca_topic_score_gemma":0.00001477329,"domain_scores_codex":[0.9964928,0.000357305,0.0007967475,0.001178612,0.0005597629,0.0006147548],"domain_scores_gemma":[0.9977888,0.001074682,0.0005443381,0.0004285525,0.00004097454,0.0001226008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000301895,0.0001311777,0.0001541947,0.0008111342,2.937226e-7,0.000004694846,0.00002376641,2.80747e-7,0.0001943867,0.0002356705,0.0001355298,0.9983059],"study_design_scores_gemma":[0.0003085337,0.0001167721,0.0001640511,0.02026206,0.0000419198,0.000005667769,0.000004027305,0.00001803504,0.0005429456,0.0004234733,0.9775629,0.0005496222],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002327071,0.9884406,0.00006039943,0.00006621921,0.007047994,0.001781577,0.0001026094,0.0001216492,0.00005181836],"genre_scores_gemma":[0.0007183647,0.9980289,0.00001976279,0.00002260553,0.0002481017,0.0004679063,0.000008287083,0.0000312722,0.0004548245],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9977562,"threshold_uncertainty_score":0.9999372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.387644486491802,"score_gpt":0.4750605538502574,"score_spread":0.08741606735845542,"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."}}