{"id":"W3175386258","doi":"10.1093/ibd/izab124","title":"Disease Activity Indices for Pouchitis: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Western University","funders":"Genentech; National Institutes of Health; Bausch Health; Samsung; Bristol-Myers Squibb; Akebia Therapeutics; Celltrion; Boston Pharmaceuticals; AbbVie; Glenmark Pharmaceuticals; BeiGene; Crohn's and Colitis Foundation; Norgine; Kenneth Rainin Foundation; Teva Pharmaceutical Industries; Allergan; AstraZeneca; Seres Therapeutics; Nestec; Gilead Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; Sanofi; Celgene; Pfizer; Biogen; GlaxoSmithKline; San Diego Digestive Diseases Research Center, School of Medicine, University of California, San Diego; Tillotts Pharma; Amgen; Eli Lilly and Company","keywords":"Pouchitis; Medicine; Calprotectin; Internal medicine; Clinical trial; Gastroenterology; Inflammatory bowel disease; Disease","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":[0.01071754,0.001785454,0.01068757,0.01565879,0.0006533244,0.002768395,0.002270873,0.002004028,0.004984769],"category_scores_gemma":[0.04483806,0.0009989338,0.00925805,0.0140082,0.001091612,0.002772295,0.001558141,0.001445063,0.0003502484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004482419,"about_ca_system_score_gemma":0.01049622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006637185,"about_ca_topic_score_gemma":0.01737974,"domain_scores_codex":[0.9916933,0.00258825,0.003300847,0.0005568985,0.001623991,0.0002368006],"domain_scores_gemma":[0.9582931,0.0296812,0.008371224,0.0005143041,0.002735991,0.0004041114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001809249,0.00001696191,0.001065772,0.9579528,0.007453396,0.00005789987,0.00009821673,0.00008384386,0.00007061951,0.0001678212,0.001373461,0.03147828],"study_design_scores_gemma":[0.0004499596,0.0001968528,0.006063039,0.9122471,0.06885399,0.000375499,0.0001868424,0.0001360327,0.0001166448,0.0003662923,0.01096553,0.00004225738],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007100533,0.9979296,0.0001430286,0.0002415923,0.00007055213,0.000399159,0.0003180557,0.000009467412,0.0001785975],"genre_scores_gemma":[0.01544137,0.9814632,0.0009596688,0.0005587487,0.00009477314,0.001068825,0.0003139328,0.000006183487,0.00009326557],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01565879,"threshold_uncertainty_score":0.05668044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01777789849636445,"score_gpt":0.3012608313982557,"score_spread":0.2834829329018912,"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."}}