{"id":"W2961101336","doi":"10.3389/fimmu.2019.01696","title":"The Role of Inflammation in Depression and Fatigue","year":2019,"lang":"en","type":"review","venue":"Frontiers in Immunology","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":645,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Women and Children’s Health Research Institute","funders":"","keywords":"Depression (economics); Immune system; Inflammation; Medicine; Multiple sclerosis; Immunology; Quality of life (healthcare); Bioinformatics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001512905,0.000150717,0.0006089255,0.0002817072,0.00003567259,0.00001252045,0.0003523966,0.0002674023,0.000002990816],"category_scores_gemma":[0.0003730161,0.0001037138,0.00006301124,0.0002738682,0.0002303737,0.00006630239,0.0001263014,0.0003356761,0.000005110779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004185399,"about_ca_system_score_gemma":0.00006862056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001562093,"about_ca_topic_score_gemma":0.00001489214,"domain_scores_codex":[0.9986826,0.0003759434,0.0004021415,0.0002674515,0.00007221758,0.0001996996],"domain_scores_gemma":[0.9991349,0.0003142242,0.0002547351,0.0002812193,0.000005972325,0.000008964006],"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":[0.00001347235,0.000008986972,0.0002476497,0.0004123789,0.000005904666,0.000001116747,0.00009726789,0.00000116704,0.0002495129,0.0004633545,0.00005283373,0.9984463],"study_design_scores_gemma":[0.0003122824,0.00002633232,0.0002819962,0.001490297,0.00001112887,0.00000676985,0.0001759947,0.00006357804,0.0007757095,0.002002305,0.9947209,0.0001326425],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000738362,0.9971916,0.00003215888,0.00001090027,0.0006563576,0.0004801076,0.000003703632,0.000008368817,0.000878424],"genre_scores_gemma":[0.0008638153,0.9989015,0.00006699489,0.000005470025,0.000009335185,0.00004788825,0.000004281502,0.0000139164,0.00008683294],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9983137,"threshold_uncertainty_score":0.4229325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02507888378909914,"score_gpt":0.2828603276227629,"score_spread":0.2577814438336637,"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."}}