{"id":"W2018764785","doi":"10.3899/jrheum.110900","title":"Psychiatric Disorders in Patients with Immune-Mediated Inflammatory Diseases: Prevalence, Association with Disease Activity, and Overall Patient Well-being","year":2011,"lang":"en","type":"review","venue":"Journal of Rheumatology Supplement","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; SKiN Health; University of British Columbia; Manitoba Health; St. Boniface Hospital","funders":"LEO Pharma; Michael Smith Health Research BC; Crohn's and Colitis Foundation; Amgen; Crohn's and Colitis Foundation of Canada; AstraZeneca; Child and Family Research Institute; Canadian Institutes of Health Research; Abbott Canada; AstraZeneca Canada; Janssen Canada; Amgen Canada","keywords":"Medicine; Depression (economics); Disease; Anxiety; Cohort; Psychiatry; Affect (linguistics); Immunology; Clinical psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002445263,0.0005597816,0.001442371,0.0007742802,0.0001280678,0.00005633774,0.0004064908,0.0001915142,0.0001439313],"category_scores_gemma":[0.0002794064,0.0003837413,0.000250405,0.0004085101,0.0001410159,0.0004418122,0.0001482254,0.0006799329,0.000009596899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003342788,"about_ca_system_score_gemma":0.0005438968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000218185,"about_ca_topic_score_gemma":0.00006143809,"domain_scores_codex":[0.9962523,0.0007161491,0.001225331,0.0005246708,0.0007225198,0.0005590541],"domain_scores_gemma":[0.9958167,0.0005335552,0.002962668,0.0003046496,0.00008693941,0.0002955042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001125962,0.001459378,0.9496222,0.00851244,0.0002389227,0.00003161094,0.0003441183,0.000005763019,2.259448e-7,0.0002169516,0.000489295,0.03795311],"study_design_scores_gemma":[0.0212323,0.005478334,0.5547885,0.02293599,0.002421319,0.000132899,0.0001515422,0.00001995405,0.000005071498,0.0008459555,0.3893163,0.002671815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4800085,0.5164843,0.00001728507,0.0001962206,0.0005863762,0.002378113,0.0002126437,0.00003363111,0.00008294419],"genre_scores_gemma":[0.1298563,0.8698608,0.00005098706,0.00004112909,0.000008833793,0.00007350939,0.00003330393,0.00005918024,0.00001594493],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3948337,"threshold_uncertainty_score":0.9998615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006235949088216832,"score_gpt":0.2329534767982588,"score_spread":0.226717527710042,"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."}}