{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001443066,0.0002323133,0.0002156971,0.0007967189,0.0002719839,0.0006697965,0.000344035,0.0005090988,0.0009577058],"category_scores_gemma":[0.006295478,0.000220368,0.0004119039,0.0007129578,0.0002732557,0.0004665367,0.0005270967,0.0007035483,0.0001188307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002884277,"about_ca_system_score_gemma":0.0001878608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003440132,"about_ca_topic_score_gemma":0.004732412,"domain_scores_codex":[0.9991358,0.0004193104,0.00008032715,0.0001196189,0.0001262233,0.0001187893],"domain_scores_gemma":[0.9954368,0.001157634,0.002538495,0.0001758506,0.0002807609,0.0004104192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005179675,0.00002842727,0.998742,0.00000683095,0.00005275734,0.00001723859,0.00003565273,0.00002586125,0.00005000641,0.000005127977,0.00002138963,0.0009629547],"study_design_scores_gemma":[0.000002085916,0.00005300232,0.9996529,0.000003164851,0.00001532515,0.00006111534,0.00004419426,0.0001132822,0.00001406499,0.00000975784,0.00002983204,0.000001292183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989796,0.000480842,0.0001049888,0.00006675697,0.000005010785,0.000006040812,0.0001169318,0.00000228066,0.0002374485],"genre_scores_gemma":[0.9996382,0.00009186036,0.00007419814,0.00001475358,0.000008036804,0.000004874697,0.00009533674,5.303025e-7,0.00007222122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003440132,"threshold_uncertainty_score":0.007631779,"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."}}