{"id":"W3209381758","doi":"10.1053/j.gastro.2021.10.037","title":"Efficacy of Biologic Drugs in Short-Duration Versus Long-Duration Inflammatory Bowel Disease: A Systematic Review and an Individual-Patient Data Meta-Analysis of Randomized Controlled Trials","year":2021,"lang":"en","type":"review","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Leona M. and Harry B. Helmsley Charitable Trust","keywords":"Medicine; Meta-analysis; Inflammatory bowel disease; Randomized controlled trial; Duration (music); Internal medicine; Disease","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":[0.03511482,0.003320463,0.02343983,0.008751103,0.0006725852,0.003643121,0.002526792,0.002549788,0.00266456],"category_scores_gemma":[0.06453615,0.001962032,0.05181812,0.008556996,0.001067678,0.002110483,0.001883097,0.002141615,0.0002970913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002701399,"about_ca_system_score_gemma":0.003080773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004789702,"about_ca_topic_score_gemma":0.009657261,"domain_scores_codex":[0.9606713,0.02505606,0.007792531,0.00326025,0.002643873,0.0005759851],"domain_scores_gemma":[0.9461098,0.04102986,0.008015195,0.001957594,0.002438132,0.0004493511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001595905,0.00001672353,0.003374979,0.1310538,0.8587388,0.00006950537,0.00004426676,0.0005326408,0.0001137651,0.0001069985,0.0002706826,0.004081937],"study_design_scores_gemma":[0.0006998276,0.0001273654,0.001946928,0.008693806,0.9872988,0.00005856209,0.00002094292,0.0002543661,0.00006233819,0.0001902632,0.0006294902,0.00001722284],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007750167,0.9887483,0.001583132,0.0002286356,0.0002225142,0.0004615827,0.0006929561,0.00004146498,0.0002711536],"genre_scores_gemma":[0.422279,0.5631602,0.007546343,0.001547736,0.0004653942,0.002790451,0.001725278,0.00008005881,0.0004055421],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03511482,"threshold_uncertainty_score":0.1857071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08444584285525833,"score_gpt":0.3662418638187352,"score_spread":0.2817960209634769,"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."}}