{"id":"W3137851134","doi":"10.1053/j.gastro.2020.07.066","title":"Predicting Outcomes in Pediatric Ulcerative Colitis for Management Optimization: Systematic Review and Consensus Statements From the Pediatric Inflammatory Bowel Disease–Ahead Program","year":2020,"lang":"en","type":"review","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; Hospital for Sick Children","funders":"Merck Sharp and Dohme; Pfizer; Biogen; Nestlé Nutrition Institute; Prometheus; AbbVie; Danone; Janssen Biotech; Meso Scale Diagnostics; Johnson and Johnson; Takeda Pharmaceutical Company; Genentech; Nestlé Health Science; Mead Johnson Nutrition; Celgene; Gilead Sciences; ZonMw; Boehringer Ingelheim; Amgen; Hospital for Sick Children; Shire; Eli Lilly and Company; Celltrion; Roche; GlaxoSmithKline","keywords":"Medicine; Ulcerative colitis; Inflammatory bowel disease; Intensive care medicine; Inflammatory Bowel Diseases; Systematic review; MEDLINE; Disease; Pediatrics; Internal medicine","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":[0.009919546,0.001503974,0.009554534,0.004732619,0.0003278133,0.002338147,0.002140795,0.001982072,0.003376468],"category_scores_gemma":[0.02460032,0.0007360461,0.01079763,0.00432923,0.0004704828,0.001801941,0.00175581,0.00211653,0.0004384659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002131343,"about_ca_system_score_gemma":0.008028185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00650122,"about_ca_topic_score_gemma":0.01890596,"domain_scores_codex":[0.9958752,0.001223463,0.00155139,0.0004138923,0.0007656431,0.0001704677],"domain_scores_gemma":[0.9873034,0.008007043,0.002809851,0.0001666015,0.00146277,0.000250328],"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":[0.001027229,0.00004927779,0.002638055,0.7554953,0.03602912,0.0001010797,0.0001329896,0.000485279,0.000306217,0.0005103475,0.009836901,0.1933882],"study_design_scores_gemma":[0.001965,0.0003286921,0.01225511,0.6932438,0.238039,0.0003622671,0.0002443555,0.0004298117,0.0003518501,0.001075817,0.05157355,0.0001307459],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003897744,0.9981096,0.0001331558,0.0005609746,0.0001690656,0.00009854289,0.0003813056,0.000006614307,0.0001510579],"genre_scores_gemma":[0.005941541,0.9915035,0.0007291965,0.0009799408,0.0001550849,0.000178825,0.0004264242,0.000004729453,0.00008076408],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009919546,"threshold_uncertainty_score":0.05246019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347613079506481,"score_gpt":0.2979475339093846,"score_spread":0.2844714031143198,"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."}}