{"id":"W2896255162","doi":"10.1136/gutjnl-2018-317182","title":"Depression increases the risk of inflammatory bowel disease, which may be mitigated by the use of antidepressants in the treatment of depression","year":2018,"lang":"en","type":"article","venue":"Gut","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":228,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"Institute of Infection and Immunity; Canadian Institutes of Health Research","keywords":"Mirtazapine; Antidepressant; Medicine; Internal medicine; Depression (economics); Serotonin reuptake inhibitor; Inflammatory bowel disease; Crohn's disease; Psychiatry; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002746121,0.0001884612,0.0001621862,0.00003413705,0.0001226558,0.00001379925,0.000422772,0.000106051,0.00001761637],"category_scores_gemma":[0.0003632875,0.00009012606,0.0001298797,0.0001089982,0.0004490303,0.00001223369,0.0001165801,0.0000666792,0.000001680992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009653801,"about_ca_system_score_gemma":0.0001077221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000443412,"about_ca_topic_score_gemma":0.0003710433,"domain_scores_codex":[0.9982232,0.0006393302,0.0003938369,0.0002642723,0.000279156,0.0002001829],"domain_scores_gemma":[0.9981794,0.0001445938,0.0003608816,0.001061778,0.0001860523,0.00006727796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001009914,0.0003998516,0.8935322,0.00003882438,0.00009692843,0.000008300839,0.0002904854,0.0001742158,0.1000068,0.000007638353,0.003782058,0.0006527431],"study_design_scores_gemma":[0.0007840552,0.0001028813,0.8517016,0.00006912528,0.00012778,0.000001745402,0.0001036908,0.0002572204,0.1435599,0.00001990858,0.003177145,0.00009494009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973197,0.00145357,0.00001471298,0.0000560171,0.00004583811,0.0005483901,0.0004575395,0.000005707011,0.00009855125],"genre_scores_gemma":[0.9987721,0.0008004571,0.00002493381,0.00008223789,0.000071469,0.00006257257,0.0001145999,0.00001896275,0.00005270748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04355303,"threshold_uncertainty_score":0.3675234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405308047083785,"score_gpt":0.2530444589492644,"score_spread":0.2389913784784266,"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."}}