{"id":"W4414429491","doi":"10.58931/cibdt.2025.3243","title":"Deprescribing Advanced Therapies in Inflammatory Bowel Diseas","year":2025,"lang":"en","type":"article","venue":"Canadian IBD Today","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dr. Everett Chalmers Regional Hospital; Queen's University","funders":"Canadian Association of Gastroenterology","keywords":"Deprescribing; Inflammatory Bowel Diseases; Polypharmacy; Inflammatory bowel disease; MEDLINE; Beers Criteria","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":[0.005570968,0.0002222038,0.0005338236,0.0006666823,0.001286215,0.001417732,0.0005477734,0.0009441214,0.00507159],"category_scores_gemma":[0.02300479,0.0001046493,0.0005715962,0.0007534914,0.0007964009,0.0009694517,0.001562964,0.002318119,0.0007663202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001967697,"about_ca_system_score_gemma":0.007087974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01102394,"about_ca_topic_score_gemma":0.0379718,"domain_scores_codex":[0.9957449,0.00241681,0.0005862905,0.0001514641,0.0008488954,0.0002517153],"domain_scores_gemma":[0.9852249,0.005133197,0.00335766,0.000910631,0.002643813,0.002729713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001013781,0.0006878643,0.05592339,0.002197298,0.0001826848,0.001209858,0.002105935,0.0003818851,0.001479687,0.00857192,0.06446014,0.8617857],"study_design_scores_gemma":[0.001012086,0.002525257,0.2136117,0.01801333,0.0007175278,0.006069631,0.006798469,0.002117531,0.004364072,0.01863519,0.7258353,0.0002999688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2230073,0.2304575,0.01886353,0.3908563,0.006700445,0.001312892,0.001669528,0.0003758098,0.1267566],"genre_scores_gemma":[0.7597516,0.1137084,0.04086473,0.06323905,0.005428405,0.0005039644,0.001055938,0.00009300231,0.015355],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01102394,"threshold_uncertainty_score":0.0294624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004075951414333882,"score_gpt":0.2141628364277599,"score_spread":0.210086885013426,"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."}}