{"id":"W4405463465","doi":"10.1080/17474124.2024.2444555","title":"Advancements in the management of pediatric inflammatory bowel disease","year":2024,"lang":"en","type":"review","venue":"Expert Review of Gastroenterology & Hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Public Health Ontario; University of Toronto","funders":"Hospital for Sick Children; University of Toronto","keywords":"Medicine; Inflammatory bowel disease; Intensive care medicine; Disease; Disease management; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007351063,0.0006526748,0.001710005,0.0002619949,0.00002943971,0.000005268186,0.001212172,0.0002741617,0.00005033947],"category_scores_gemma":[0.00004496851,0.0004603368,0.001008103,0.0002000348,0.0002889006,0.000006850266,0.0005717546,0.0003499975,0.00004357676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004788212,"about_ca_system_score_gemma":0.0002493671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001942418,"about_ca_topic_score_gemma":0.0000120585,"domain_scores_codex":[0.9953689,0.001137099,0.001828746,0.0008091598,0.0002904268,0.0005656884],"domain_scores_gemma":[0.9975383,0.0000254941,0.0008591048,0.001369702,0.00008055648,0.000126868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007041894,0.0007271047,0.01851737,0.8906689,0.001980408,0.003360266,0.00006265647,0.000001253744,0.000003368447,0.0005529294,0.03163016,0.05179137],"study_design_scores_gemma":[0.0005362923,0.0003059037,0.001166191,0.03230365,0.003056019,0.0001020688,0.00001844736,0.000001690027,6.350273e-7,0.00002462815,0.9621679,0.0003166152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001778871,0.9954448,0.00002246363,0.0001107036,0.0005724996,0.001830137,0.0001131159,0.00001074411,0.000116717],"genre_scores_gemma":[0.0002716695,0.9964804,0.00015778,0.001088078,0.0002464559,0.001165877,0.0004757252,0.00006971516,0.00004428632],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9305377,"threshold_uncertainty_score":0.9997848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379683215038839,"score_gpt":0.3208036034599419,"score_spread":0.3070067713095535,"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."}}