{"id":"W3120034954","doi":"10.1093/ibd/izaa349","title":"The Relationship Between Symptoms of Depression and Anxiety and Disease Activity in IBD Over Time","year":2021,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Dalhousie University; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Depression (economics); Anxiety; Medicine; Disease; Inflammatory bowel disease; Psychiatry; Internal medicine; Clinical psychology; Keynesian economics","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":[0.0001809276,0.0001976634,0.0001495001,0.00004312732,0.0001880589,0.00005080284,0.0001247346,0.0001138388,0.00001237982],"category_scores_gemma":[0.0009723856,0.000171775,0.00008933021,0.00007164921,0.0002859471,0.00002868097,0.0002711284,0.0001066844,0.000003809324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001779439,"about_ca_system_score_gemma":0.0003025649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003021131,"about_ca_topic_score_gemma":0.00002195678,"domain_scores_codex":[0.9986034,0.0002623504,0.0002725156,0.0004199698,0.0002016341,0.0002401373],"domain_scores_gemma":[0.9987128,0.0001958732,0.0001282927,0.0005117736,0.00007140265,0.000379845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004898329,0.00004762102,0.9920675,0.0001321735,0.00003317157,0.00007868755,0.00002141824,0.00001803943,0.005232275,0.0001629262,0.0001987291,0.001517601],"study_design_scores_gemma":[0.0007390365,0.0000138406,0.9967647,0.00007253206,0.00007034895,0.000002520601,0.00001405861,0.00008961656,0.0008386453,0.0006836855,0.0005088118,0.0002022329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968141,0.002542452,0.00001040411,0.00006585188,0.00003919677,0.0002322809,0.0001801974,0.00001739321,0.00009813989],"genre_scores_gemma":[0.9993444,0.0001591984,0.00001071043,0.00004790537,0.0001034741,0.00004247466,0.00008167998,0.00002527396,0.0001848751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004697145,"threshold_uncertainty_score":0.7004781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007404774974075927,"score_gpt":0.2388207335656157,"score_spread":0.2314159585915398,"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."}}