{"id":"W4210912187","doi":"10.1093/ibd/izac002","title":"Impact of Biological Therapies and Tofacitinib on Real-world Work Impairment in Inflammatory Bowel Disease Patients: A Prospective Study","year":2022,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"United European Gastroenterology","keywords":"Medicine; Tofacitinib; Ulcerative colitis; Inflammatory bowel disease; Internal medicine; Prospective cohort study; Quality of life (healthcare); Disease; Crohn's disease; Physical therapy; Rheumatoid arthritis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002296811,0.0004758788,0.0006130622,0.0005463856,0.0006132504,0.001138747,0.0004804314,0.0005734854,0.001382064],"category_scores_gemma":[0.003709358,0.0003148955,0.0009670012,0.001111634,0.0003563401,0.0005805052,0.0006065004,0.0008240137,0.0003209139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004149016,"about_ca_system_score_gemma":0.0004774025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001323084,"about_ca_topic_score_gemma":0.001680867,"domain_scores_codex":[0.9982937,0.0007557822,0.0001824476,0.0002933171,0.0002841203,0.0001906626],"domain_scores_gemma":[0.9953472,0.0007693768,0.002518357,0.0003342643,0.0003189341,0.0007119332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001814637,0.0003448529,0.995432,0.0000408552,0.0002717126,0.00005989191,0.00005859816,0.00004900871,0.00008173765,0.000008505692,0.0000607316,0.001777415],"study_design_scores_gemma":[0.0001363666,0.001958915,0.9970936,0.0000172487,0.0001416872,0.0001619491,0.0001057565,0.0001079687,0.00003723588,0.00001057554,0.0002213026,0.000007299034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983792,0.0008597607,0.00005922561,0.00002994546,0.000007877198,0.00003475901,0.0003239317,0.000001955233,0.0003033694],"genre_scores_gemma":[0.9990404,0.0002190944,0.00008647729,0.00003526766,0.00002098474,0.0000342249,0.0004797422,0.000001290424,0.00008252846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002296811,"threshold_uncertainty_score":0.01214683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009314252288286405,"score_gpt":0.2597278807063028,"score_spread":0.2504136284180164,"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."}}