{"id":"W4401075075","doi":"10.1002/ueg2.12635","title":"Prevalence of stricturing, penetrating complications and extraintestinal manifestations in inflammatory bowel disease detected on cross‐sectional imaging in a tertiary care setting","year":2024,"lang":"en","type":"article","venue":"United European Gastroenterology Journal","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Medicine; Inflammatory bowel disease; Fistula; Cross-sectional study; Sacroiliitis; Tertiary care; Internal medicine; Gastroenterology; Retrospective cohort study; Crohn's disease; Disease; Radiology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003427971,0.0001568007,0.00003524173,0.0005213502,0.0001155019,0.00007878397,0.0001698732,0.00002777826,0.000009820307],"category_scores_gemma":[0.0001848043,0.0001676672,0.00005411532,0.00003275097,0.0001568538,0.00002166438,0.0000907027,0.0003812373,0.000002170738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000479997,"about_ca_system_score_gemma":0.00008718418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001798675,"about_ca_topic_score_gemma":0.00001656189,"domain_scores_codex":[0.9983984,0.0004509854,0.0004692113,0.000301521,0.0001111666,0.0002686949],"domain_scores_gemma":[0.9994197,0.00003543725,0.000132564,0.0001545769,0.0001176789,0.0001400654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000190722,0.00003698218,0.9847803,0.0001680889,0.00001259438,0.001254488,0.0002232292,0.004059128,0.009044502,0.00002129296,0.00001214111,0.0001965778],"study_design_scores_gemma":[0.0006534049,0.00007799224,0.9953635,0.000328261,0.00001375149,0.0006576544,0.0001249258,0.002635875,0.00003721351,0.00001594707,0.000003324827,0.00008812955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987103,0.000243306,0.0005462717,0.00005783096,0.00007121309,0.0001419864,0.00006702493,0.00001907826,0.0001430228],"genre_scores_gemma":[0.9992617,0.0000248554,0.0003457759,0.000174068,0.00008113517,0.000008229992,0.00006552745,0.00002847663,0.00001027296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01058327,"threshold_uncertainty_score":0.6837271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005944472112819366,"score_gpt":0.2432485465034461,"score_spread":0.2373040743906267,"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."}}