{"id":"W4388486184","doi":"10.1053/j.gastro.2023.10.033","title":"Integrating Evidence to Guide Use of Biologics and Small Molecules for Inflammatory Bowel Diseases","year":2023,"lang":"en","type":"review","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Scope (computer science); Medicine; Inflammatory Bowel Diseases; Guideline; Usability; Position paper; Intensive care medicine; Evidence-based medicine; Risk analysis (engineering); Alternative medicine; Management science; Inflammatory bowel disease; Computer science; Pathology; Disease; Engineering","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":[0.1856612,0.003252176,0.009584244,0.02245764,0.002768383,0.0153627,0.009380667,0.01178152,0.007420645],"category_scores_gemma":[0.4916461,0.00248912,0.01010271,0.01260812,0.00431444,0.01443353,0.01075194,0.01511309,0.002876373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01258199,"about_ca_system_score_gemma":0.05299407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01841165,"about_ca_topic_score_gemma":0.03797719,"domain_scores_codex":[0.743669,0.1493373,0.06314946,0.006251511,0.03525859,0.002334059],"domain_scores_gemma":[0.4465692,0.4179413,0.03173994,0.01243259,0.08735059,0.003966358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003259087,0.0002852427,0.004165738,0.1722291,0.004938876,0.0004673296,0.004111028,0.002547959,0.0005849885,0.04456483,0.1011389,0.66464],"study_design_scores_gemma":[0.0004872322,0.0001779729,0.003692785,0.6402346,0.006303987,0.0003430825,0.002165141,0.002049138,0.0006310008,0.06231962,0.2813246,0.0002707607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002975535,0.6814973,0.04540408,0.2255933,0.008944001,0.006308411,0.002721904,0.0005565489,0.02599889],"genre_scores_gemma":[0.0565469,0.4624795,0.4009303,0.06247019,0.003337958,0.008857851,0.002644089,0.0002987532,0.002434494],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1856612,"threshold_uncertainty_score":0.9818821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06745921083409388,"score_gpt":0.3260753298355991,"score_spread":0.2586161190015052,"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."}}