{"id":"W3162746212","doi":"10.1093/jcag/gwab008","title":"Reduction in Anxiety and Depression Scores Associated with Improvement in Quality of Life in Patients with Inflammatory Bowel Disease","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute; Hamilton Health Sciences","funders":"Hamilton Health Sciences","keywords":"Medicine; Interquartile range; Hospital Anxiety and Depression Scale; Quality of life (healthcare); Internal medicine; Depression (economics); Anxiety; Prospective cohort study; Cohort; Confidence interval; Physical therapy; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005426883,0.0002097711,0.0003434728,0.0004715731,0.000290413,0.0006351701,0.0002724656,0.0002902452,0.001277133],"category_scores_gemma":[0.002200261,0.0001752245,0.000484356,0.0006766852,0.0002324954,0.0002484074,0.0003095233,0.0006386571,0.0001226266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004515615,"about_ca_system_score_gemma":0.0003410327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009283859,"about_ca_topic_score_gemma":0.01578857,"domain_scores_codex":[0.9995473,0.0001299264,0.00004926025,0.00007586552,0.000109482,0.000088186],"domain_scores_gemma":[0.9983846,0.0002263539,0.0009035307,0.00005613048,0.0001993461,0.0002300013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004912507,0.00001367954,0.9992875,0.000006270265,0.00004122862,0.00001403092,0.000013337,0.0000146562,0.00004586503,0.000002409163,0.00003136029,0.0004805638],"study_design_scores_gemma":[0.000002369367,0.00002353956,0.9998253,0.00000181353,0.0000136655,0.00003140208,0.00002088604,0.00004413579,0.000009924006,0.000002535551,0.00002359276,8.322195e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987739,0.0004899799,0.00004161643,0.00007024497,0.000006180764,0.000007202048,0.0002882904,0.000002500591,0.0003200807],"genre_scores_gemma":[0.9996093,0.00006869603,0.00003558605,0.0000146972,0.000008428328,0.000003945391,0.0001883826,3.880171e-7,0.00007048679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009283859,"threshold_uncertainty_score":0.01845968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003543174947672732,"score_gpt":0.1960098079251265,"score_spread":0.1924666329774538,"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."}}