{"id":"W2154174213","doi":"10.1111/acps.12414","title":"Are medical comorbid conditions of bipolar disorder due to immune dysfunction?","year":2015,"lang":"en","type":"review","venue":"Acta Psychiatrica Scandinavica","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Bipolar disorder; Medicine; Immune Dysfunction; Proinflammatory cytokine; Immune system; Minocycline; Mood; Confounding; Psychiatry; Comorbidity; Population; Disease; Inflammation; Bioinformatics; Immunology; Internal medicine; Antibiotics","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003657179,0.0007366823,0.003357172,0.0008136166,0.0001617635,0.00002851133,0.0005687717,0.0007503308,0.00131995],"category_scores_gemma":[0.0002170203,0.0005536758,0.001041532,0.001613873,0.0001685985,0.00006380433,0.0002186907,0.0008288173,0.000469618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002860865,"about_ca_system_score_gemma":0.001284475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000364597,"about_ca_topic_score_gemma":0.0002174142,"domain_scores_codex":[0.9958488,0.0002299191,0.001268894,0.0007614477,0.00133077,0.0005602196],"domain_scores_gemma":[0.9963981,0.0001606985,0.0008517277,0.001258752,0.0003392842,0.0009914748],"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":[0.0001731769,0.00414152,0.008025644,0.009786189,0.002713194,0.0001641906,0.000117634,1.124652e-7,3.931544e-7,0.0002260532,0.05422864,0.9204233],"study_design_scores_gemma":[0.002114332,0.0006655823,0.006123048,0.005407604,0.004652952,0.0007934537,0.00006317976,8.470963e-7,1.87759e-7,0.00007081556,0.9796419,0.0004661256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006514402,0.9923784,0.00004721254,0.002156221,0.001157459,0.002010302,0.0007036981,0.0001285072,0.001353046],"genre_scores_gemma":[0.002162721,0.9946022,0.0002377144,0.0001762841,0.0004660534,0.0003668955,0.001303046,0.0001432066,0.000541853],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9254133,"threshold_uncertainty_score":0.9996915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03213254884858026,"score_gpt":0.3541850694875128,"score_spread":0.3220525206389325,"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."}}