{"id":"W4408829780","doi":"10.3390/diagnostics15070831","title":"Special Considerations in Pediatric Inflammatory Bowel Disease Pathology","year":2025,"lang":"en","type":"review","venue":"Diagnostics","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Inflammatory bowel disease; Medicine; Disease; Primary sclerosing cholangitis; Inflammatory Bowel Diseases; Gastrointestinal tract; Comorbidity; Ulcerative colitis; Gastroenterology; Pathology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000198944,0.0004942807,0.0006411072,0.0003366933,0.00009144822,0.00004661039,0.0002848248,0.0005586188,0.00008301029],"category_scores_gemma":[0.004985274,0.0005261163,0.0003978303,0.000152982,0.0001116731,0.000004348943,0.0003046094,0.0003474917,0.0001460827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006426716,"about_ca_system_score_gemma":0.002623329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.449963e-7,"about_ca_topic_score_gemma":0.00007743138,"domain_scores_codex":[0.9976087,0.0003719999,0.0007739684,0.0006686004,0.0001585113,0.0004182191],"domain_scores_gemma":[0.9982111,0.0004160232,0.000247491,0.0007726974,0.0001074477,0.0002451945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001443836,0.001338914,0.1062224,0.09723676,0.000364607,0.0432937,0.0001128757,0.0002484044,0.000001087955,0.009771646,0.6000187,0.1412465],"study_design_scores_gemma":[0.0004152783,0.00002275237,0.02299375,0.001499588,0.0008986961,0.00001607032,0.00000405878,0.000001392256,5.225021e-7,0.0003048515,0.9731666,0.0006763723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004626712,0.9945365,0.00001230675,0.00001994575,0.001571169,0.001058241,0.0006690762,0.00002444555,0.001645624],"genre_scores_gemma":[0.00003980949,0.9909245,0.00006430448,0.0002295861,0.006439992,0.0004477174,0.001388333,0.00005899255,0.0004067407],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.373148,"threshold_uncertainty_score":0.999719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204489992585311,"score_gpt":0.2788367651149706,"score_spread":0.2667918651891175,"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."}}