{"id":"W1998411100","doi":"10.1016/j.bbi.2003.11.005","title":"Considering cytokine panels","year":2003,"lang":"en","type":"letter","venue":"Brain Behavior and Immunity","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Major depressive disorder; Pathogenesis; Cytokine; Immunology; Medicine; Inflammation; Immune system; Population; Proinflammatory cytokine; Tumor necrosis factor alpha; Immunotherapy; Bioinformatics; Biology; Psychiatry","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":[0.0001784243,0.0004392213,0.000429722,0.000173737,0.0003913779,0.0001685462,0.0003867466,0.0005999925,0.000534373],"category_scores_gemma":[0.0006446762,0.0004297238,0.0001416956,0.0002086176,0.0004480131,0.0001484962,0.0001748839,0.002171286,0.0000684085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003386717,"about_ca_system_score_gemma":0.00006782915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001016239,"about_ca_topic_score_gemma":0.000004089953,"domain_scores_codex":[0.9977128,0.000510335,0.0003247912,0.0005784469,0.0003067072,0.0005669047],"domain_scores_gemma":[0.9984236,0.0006489184,0.0001444639,0.0006709647,0.00002685244,0.00008522408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008392639,0.0001061925,0.0002193208,0.0000899056,0.000006509908,0.000705949,0.000238355,1.107673e-7,0.1765486,0.00006168366,0.8161671,0.005847868],"study_design_scores_gemma":[0.0006961781,0.00008277036,0.004471992,0.00004551355,0.00003843117,0.0003975877,0.0001008473,0.000001014462,0.05295084,0.0002456598,0.9403004,0.0006687599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7028865,0.000398537,0.00003617811,0.2842708,0.001309642,0.001226969,0.0003828031,0.0004131144,0.009075499],"genre_scores_gemma":[0.08527878,0.0001621244,0.00009079667,0.907104,0.0003044989,0.00009868426,0.00008181923,0.000106987,0.006772277],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6228333,"threshold_uncertainty_score":0.9998155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05936914177215945,"score_gpt":0.2818183369620792,"score_spread":0.2224491951899197,"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."}}