{"id":"W2213962598","doi":"10.1016/j.psc.2015.09.006","title":"Bipolar Disorder and Inflammation","year":2015,"lang":"en","type":"review","venue":"Psychiatric Clinics of North America","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":175,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Proinflammatory cytokine; Bipolar disorder; Pathophysiology; Inflammation; Medicine; Innate immune system; Lithium (medication); Clinical trial; Immunology; Immune system; Psychiatry; Internal medicine","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":[0.0001679742,0.0004057251,0.00204157,0.0003483656,0.00004731361,0.000009711525,0.0001298909,0.0002124204,0.00002636654],"category_scores_gemma":[0.00009973517,0.0003076187,0.0005008722,0.0008242451,0.0001237259,0.00004350756,0.00007508336,0.0004009357,0.00008624958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005313205,"about_ca_system_score_gemma":0.0005440022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009377815,"about_ca_topic_score_gemma":0.00008790738,"domain_scores_codex":[0.997834,0.00009271625,0.001075264,0.0004322875,0.0003327456,0.0002329931],"domain_scores_gemma":[0.9980098,0.0001532298,0.0008664721,0.0005765249,0.0001458727,0.0002480885],"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":[0.00002006666,0.0002628063,0.05542956,0.006487226,0.0003487441,0.000001337868,0.00002634219,2.238663e-7,5.043582e-10,0.000009542578,0.0001699685,0.9372442],"study_design_scores_gemma":[0.0008192022,0.0006350363,0.004259758,0.0005516645,0.004194368,0.0000307064,0.000009629755,0.000008681654,1.852635e-9,0.00003320785,0.9892194,0.0002383651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001752113,0.9978158,0.00007460373,0.00008984593,0.0002871077,0.001031064,0.0001328664,0.00004404979,0.0003494842],"genre_scores_gemma":[0.00002566097,0.9969035,0.001884606,0.00002218213,0.0002552131,0.00005331106,0.0007018772,0.00006149627,0.00009209535],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9890494,"threshold_uncertainty_score":0.9999376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03458581085698287,"score_gpt":0.3550670984158018,"score_spread":0.3204812875588189,"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."}}