{"id":"W2590867271","doi":"10.1093/ecco-jcc/jjx031","title":"Small Bowel Carcinomas in Coeliac or Crohn’s Disease: Clinico-pathological, Molecular, and Prognostic Features. A Study From the Small Bowel Cancer Italian Consortium","year":2017,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"Regione Lombardia; Ministero della Salute","keywords":"Medicine; Coeliac disease; Crohn's disease; Pathological; Gastroenterology; Cancer; Internal medicine; Colorectal cancer; Disease; Pathology","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":[0.0006095741,0.0002168881,0.0004986061,0.00008822428,0.0002753772,0.000403742,0.0002841098,0.00007141255,0.0001036941],"category_scores_gemma":[0.0009897703,0.0001265969,0.0001430582,0.00005825977,0.0003658284,0.0001004866,0.0002738191,0.0004410689,0.000001537642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006389964,"about_ca_system_score_gemma":0.0004412467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001603668,"about_ca_topic_score_gemma":0.003170876,"domain_scores_codex":[0.9981356,0.0001872749,0.0005078902,0.000325988,0.00042547,0.00041776],"domain_scores_gemma":[0.9980717,0.0001937639,0.0003467305,0.0004523408,0.0002300006,0.000705422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01233536,0.001059396,0.9094775,0.000186281,0.0003209751,0.05509171,0.0004469562,0.000001701439,0.00001970986,0.00009909927,0.003912094,0.01704919],"study_design_scores_gemma":[0.004576848,0.0007803262,0.9884555,0.0004659698,0.0005421197,0.0001000428,0.001077828,0.00002137801,0.000009513559,0.0003027359,0.0035173,0.0001504728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772875,0.01424099,0.00000982958,0.006491604,0.0001600988,0.001326101,0.000131261,0.000007559217,0.0003451106],"genre_scores_gemma":[0.9929686,0.00473031,0.00006621018,0.001042287,0.0002457983,0.00009828504,0.000005587858,0.00001972939,0.000823257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07897794,"threshold_uncertainty_score":0.5162471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05085250763060217,"score_gpt":0.3390180036318073,"score_spread":0.2881654960012051,"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."}}