{"id":"W2970829499","doi":"10.1053/j.gastro.2019.08.033","title":"Histopathology Scoring Systems of Stenosis Associated With Small Bowel Crohn’s Disease: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Robarts Clinical Trials","funders":"Allergan; National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases; Tillotts Pharma; Siemens Healthineers; Crohn's and Colitis Foundation; Takeda Pharmaceuticals U.S.A.; Celgene; Leona M. and Harry B. Helmsley Charitable Trust; Teva Pharmaceutical Industries; Gilead Sciences; Roche; AbbVie; Merck; GlaxoSmithKline; Wyeth Pharmaceuticals; School of Public Health, University of California Berkeley; Pfizer; Shire; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Histopathology; Medicine; Crohn's disease; Stenosis; Gastroenterology; Disease; Internal medicine; Pathology; Radiology","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":[0.002418483,0.001050702,0.005160457,0.005957736,0.0002383226,0.001549873,0.00131532,0.001041404,0.002752482],"category_scores_gemma":[0.008032697,0.0005134311,0.004430457,0.005374301,0.0005596197,0.001373835,0.000967981,0.0007554632,0.000284773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006996875,"about_ca_system_score_gemma":0.002064736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003097334,"about_ca_topic_score_gemma":0.0105926,"domain_scores_codex":[0.9986058,0.0002909551,0.0005539955,0.0002175019,0.0002764055,0.00005528093],"domain_scores_gemma":[0.9951244,0.003203517,0.001087994,0.00006415771,0.0004509025,0.0000691156],"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":[0.0006475436,0.00005391251,0.007229636,0.6018335,0.01748458,0.0002043175,0.0001692381,0.0003683018,0.000541411,0.0004405993,0.008504563,0.3625224],"study_design_scores_gemma":[0.001141973,0.0006988663,0.05562278,0.6010201,0.2292277,0.003312959,0.0008347603,0.0006801488,0.0006411137,0.001628406,0.1048775,0.0003138667],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005244666,0.999061,0.00006067336,0.00006824337,0.00004654699,0.0000164909,0.0001301527,0.000002997856,0.00008946587],"genre_scores_gemma":[0.007528218,0.9915012,0.000368758,0.0002453719,0.00008258325,0.00002765393,0.000181725,0.000002331347,0.00006209639],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005957736,"threshold_uncertainty_score":0.01279032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02440012943991538,"score_gpt":0.25449190631081,"score_spread":0.2300917768708947,"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."}}