{"id":"W2908882232","doi":"10.1093/ibd/izy385","title":"Anxiety But Not Depression Predicts Poor Outcomes in Inflammatory Bowel Disease","year":2019,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Inflammatory bowel disease; Depression (economics); Medicine; Anxiety; Internal medicine; Disease; Irritable bowel syndrome; Psychiatry; Clinical psychology; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003573917,0.0009344987,0.0005149437,0.000336195,0.0002090696,0.0001777702,0.0009532063,0.0004430147,0.0002568032],"category_scores_gemma":[0.0004275407,0.000927111,0.0006317049,0.0001351072,0.0002999881,0.0001169271,0.0006735952,0.0003613376,0.0005856038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001535388,"about_ca_system_score_gemma":0.000846386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002812191,"about_ca_topic_score_gemma":0.00009250843,"domain_scores_codex":[0.9948452,0.0003676439,0.001134519,0.001523394,0.0009575797,0.001171715],"domain_scores_gemma":[0.9962948,0.00006923586,0.0004204968,0.001894273,0.0002205057,0.001100699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002417308,0.0004263721,0.9710202,0.0005486553,0.0001158901,0.0008633741,0.00003488686,0.00241262,0.01832976,0.0001565707,0.003434619,0.0002397333],"study_design_scores_gemma":[0.003529233,0.00005191031,0.9859344,0.0001853152,0.0001191728,0.000006829242,0.00007797101,0.0008428844,0.002845856,0.0001323512,0.005142001,0.00113205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943293,0.0007815747,0.00002307432,0.0001080456,0.000831992,0.001748169,0.000846358,0.0002633318,0.001068178],"genre_scores_gemma":[0.9945461,0.0001044648,0.00005518396,0.0009829208,0.0005112542,0.0004819836,0.0007450816,0.0001935831,0.002379409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01548391,"threshold_uncertainty_score":0.9993179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005514456298192847,"score_gpt":0.2254271612612132,"score_spread":0.2199127049630203,"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."}}