{"id":"W4403156830","doi":"10.1111/apt.18315","title":"Network Meta‐Analysis: Histologic and Histo‐Endoscopic Improvement and Remission With Advanced Therapy in Ulcerative Colitis","year":2024,"lang":"en","type":"review","venue":"Alimentary Pharmacology & Therapeutics","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Internal medicine; Confidence interval; Subgroup analysis; Randomized controlled trial; Gastroenterology; Relative risk; Ulcerative colitis; Meta-analysis; Surgery","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":[0.02323728,0.002811045,0.01118509,0.005188699,0.0004665689,0.002681819,0.002335983,0.001988784,0.00403947],"category_scores_gemma":[0.04730222,0.001008152,0.04158229,0.005806778,0.0005964951,0.001756608,0.001894732,0.002621159,0.0003198357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001606809,"about_ca_system_score_gemma":0.00144996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007453387,"about_ca_topic_score_gemma":0.009151151,"domain_scores_codex":[0.9657211,0.02614211,0.003022801,0.002895954,0.001781785,0.0004362345],"domain_scores_gemma":[0.9623075,0.02986448,0.00416161,0.002049369,0.001135522,0.0004814728],"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":[0.005934453,0.00001756372,0.01268093,0.03476202,0.9376206,0.00009248383,0.00002774007,0.002291939,0.0001498988,0.0001861513,0.00124559,0.004990447],"study_design_scores_gemma":[0.001743979,0.0001864015,0.008081641,0.002626032,0.9830844,0.00007840956,0.00001885702,0.001872166,0.00009961353,0.000670213,0.001511854,0.00002643715],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03319925,0.9513139,0.005845969,0.001625774,0.0009503331,0.0004345452,0.005061825,0.0001910645,0.001377325],"genre_scores_gemma":[0.8181558,0.1638583,0.008070407,0.001711498,0.0008250126,0.001582394,0.00461575,0.0001713166,0.00100943],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02323728,"threshold_uncertainty_score":0.1228919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05242393902458901,"score_gpt":0.3523302653025556,"score_spread":0.2999063262779665,"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."}}