{"id":"W4407285771","doi":"10.1093/jcag/gwae059.208","title":"A208 MENTAL HEALTH, WORK IMPAIRMENT, AND MEDICATION SATISFACTION AMONGST INDIVIDUALS WITH INFLAMMATORY BOWEL DISEASE RECEIVING LONG-TERM BIOLOGIC AND ADVANCED TREATMENT","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Inflammatory bowel disease; Medicine; Disease; Term (time); Mental health; Physical therapy; Psychiatry; Intensive care medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003855519,0.00009239811,0.0002591188,0.0002049528,0.0001262093,0.0000125428,0.00004768683,0.00005915451,0.00001411321],"category_scores_gemma":[0.0001099379,0.00006557479,0.00004474875,0.00006710622,0.00007889972,0.0000612811,0.00001764911,0.0001329507,1.539082e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002122413,"about_ca_system_score_gemma":0.0005972045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105688,"about_ca_topic_score_gemma":0.1648304,"domain_scores_codex":[0.9990041,0.0001915866,0.0003613033,0.000103851,0.0001372757,0.000201907],"domain_scores_gemma":[0.998713,0.00004423265,0.0008040348,0.0000976996,0.00008606491,0.0002550148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003705233,0.00002601332,0.9962129,0.00004073733,0.0001908795,0.000003842628,0.0002640305,0.000002668586,0.00009167327,0.000004539361,0.0006744798,0.00211771],"study_design_scores_gemma":[0.002778822,0.0009552061,0.9954497,0.0003699406,0.0001030629,0.00003918619,0.0000536607,0.000002377758,0.00001301053,0.0000161412,0.0001941579,0.00002471828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96267,0.0002078514,0.00001138375,0.03649024,0.000211754,0.0003659379,0.00003265843,0.00000323574,0.000006956961],"genre_scores_gemma":[0.9980788,0.000455468,0.0001368774,0.00110461,0.00003318013,0.000006900255,0.00001017864,0.00000494119,0.0001689929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1637247,"threshold_uncertainty_score":0.8504093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004740612368225005,"score_gpt":0.2459910627700119,"score_spread":0.2412504504017869,"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."}}