{"id":"W4388799867","doi":"10.14740/wjon1605","title":"Malignant Transformation of Long-Standing Ileal Crohn’s Disease Likely Favors Signet Ring Cell Adenocarcinoma Histology","year":2023,"lang":"en","type":"review","venue":"World Journal of Oncology","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Roswell Park Cancer Institute","keywords":"Medicine; Crohn's disease; Gastroenterology; Internal medicine; Ileum; Malignancy; Adenocarcinoma; Signet ring cell; Disease; Pathological; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008660197,0.0004082381,0.002823214,0.001671217,0.00007973322,0.00001345728,0.000290862,0.0001353669,0.0001862362],"category_scores_gemma":[0.0002010446,0.0002965907,0.00099119,0.0005642619,0.000200118,0.00009169368,0.00006578429,0.001074202,0.00005819567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001672514,"about_ca_system_score_gemma":0.002614967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002745647,"about_ca_topic_score_gemma":0.00008406005,"domain_scores_codex":[0.9962032,0.0004599447,0.001896002,0.0002722074,0.0005615785,0.0006071127],"domain_scores_gemma":[0.996435,0.0006330735,0.001679504,0.0002482932,0.0002884716,0.0007156758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00301576,0.001614869,0.004546152,0.05870866,0.001217591,0.1292417,0.0004465707,0.00002690995,0.00001823844,0.000323564,0.00183832,0.7990017],"study_design_scores_gemma":[0.0109036,0.02016885,0.01967472,0.07904536,0.01515542,0.03794618,0.0003642872,0.00006383553,0.00004115901,0.0002423044,0.8155563,0.0008379491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001833322,0.9944496,0.0003910872,0.0004048621,0.0004522437,0.0009982779,0.00005703442,0.00002312915,0.001390504],"genre_scores_gemma":[0.02798946,0.9690966,0.0007353338,0.00002886795,0.0003555537,0.00003839365,0.00007001613,0.00008318115,0.001602603],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.813718,"threshold_uncertainty_score":0.9999486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101220750839752,"score_gpt":0.3877701817014731,"score_spread":0.2865494308617211,"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."}}