{"id":"W2992389128","doi":"10.14309/01.ajg.0000613124.05749.a4","title":"P039 Integrating Maintenance Efficacy and Safety of Vedolizumab and Other Advanced Therapies for the Treatment of Ulcerative Colitis: A Network Meta-Analysis","year":2019,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Precision Nanosystems (Canada); London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Vedolizumab; Tofacitinib; Internal medicine; Golimumab; Ulcerative colitis; Infliximab; Adalimumab; Randomized controlled trial; Discontinuation; Adverse effect; Ustekinumab; Maintenance therapy; Population; Surgery; Rheumatoid arthritis; Tumor necrosis factor alpha; Chemotherapy","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02616152,0.003280291,0.01055285,0.005195282,0.0004803023,0.003759753,0.002953431,0.002348162,0.006013267],"category_scores_gemma":[0.03887061,0.001394778,0.05662292,0.006651662,0.0006089142,0.002007101,0.002455479,0.002520634,0.000620802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001767874,"about_ca_system_score_gemma":0.001982713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00721646,"about_ca_topic_score_gemma":0.006561769,"domain_scores_codex":[0.9731557,0.01940178,0.002756827,0.002718358,0.001541242,0.0004260587],"domain_scores_gemma":[0.967098,0.02648728,0.00324454,0.001470374,0.001238072,0.0004617646],"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":[0.003645259,0.00001861727,0.00563499,0.01786719,0.9661432,0.00006401326,0.00002137516,0.001524427,0.0001308473,0.0001539023,0.0004376904,0.004358469],"study_design_scores_gemma":[0.00112872,0.0001583639,0.003272264,0.001153486,0.9913855,0.00005548094,0.00001480866,0.001565503,0.00006236271,0.000444082,0.0007428231,0.00001663747],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0620251,0.9101223,0.01321526,0.002088917,0.0008773619,0.0009071573,0.007948166,0.0003586687,0.002457101],"genre_scores_gemma":[0.8836797,0.09689673,0.009930839,0.001405693,0.0006061821,0.001629376,0.004725762,0.0001924162,0.0009333334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9894472,"threshold_uncertainty_score":0.138357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282864762347856,"score_gpt":0.2664568580374164,"score_spread":0.2536282104139378,"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."}}