{"id":"W4401363649","doi":"10.1148/radiol.233039","title":"Reliability of MR Enterography Features for Describing Fibrostenosing Crohn Disease","year":2024,"lang":"en","type":"article","venue":"Radiology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Cleveland Clinic Foundation; National Institutes of Health; Cleveland Clinic; Leona M. and Harry B. Helmsley Charitable Trust; Pfizer","keywords":"Medicine; Crohn's disease; Reliability (semiconductor); Crohn disease; Disease; Radiology; 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":[],"consensus_categories":[],"category_scores_codex":[0.000179768,0.0001339276,0.0001391275,0.00006313973,0.0000530631,0.00001803677,0.000138418,0.0001215949,0.000008936573],"category_scores_gemma":[0.0002089968,0.0001222382,0.0002589701,0.00005616051,0.0001811551,0.000005054513,0.00005572861,0.00006277738,0.000001804712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001416543,"about_ca_system_score_gemma":0.00009522024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002185207,"about_ca_topic_score_gemma":0.000003917909,"domain_scores_codex":[0.9990382,0.00008426839,0.000201842,0.0003838491,0.00005180154,0.0002400115],"domain_scores_gemma":[0.9994032,0.00004344424,0.00004016472,0.0003348138,0.00006858013,0.0001097839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004091739,0.000174448,0.06740566,0.001819699,0.0003593854,0.0004287979,0.0002776902,0.0006254357,0.8858224,0.003907232,0.02995788,0.005129616],"study_design_scores_gemma":[0.001125816,0.0004432608,0.9255331,0.0002222448,0.0002535312,0.00006605111,0.00007873962,0.0007816294,0.03723733,0.002343643,0.03134229,0.000572413],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926282,0.003545971,0.002624216,0.00008898025,0.0004468012,0.000341721,0.0001804754,0.00003513757,0.0001085302],"genre_scores_gemma":[0.9981702,0.00005509422,0.0009423217,0.0001227358,0.000260915,0.00005941015,0.0002557964,0.00002464424,0.0001088893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8581274,"threshold_uncertainty_score":0.4984728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072611629031316,"score_gpt":0.2477748839290996,"score_spread":0.2370487676387865,"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."}}