{"id":"W2898126493","doi":"10.1155/2018/5758689","title":"Rare Benign Large Lymphoid Colonic Polyp","year":2018,"lang":"en","type":"article","venue":"Case Reports in Gastrointestinal Medicine","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Colonoscopy; Lymphoid hyperplasia; Histopathology; Transverse colon; Pathology; Immunohistochemistry; Hyperplasia; Lymphatic system; Lesion; Anemia; Gastroenterology; Internal medicine; Lymphoma; Colorectal cancer; Cancer","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006410212,0.0004622383,0.0007861131,0.0004026397,0.0001845812,0.00001458287,0.0000704784,0.00007089652,0.00104475],"category_scores_gemma":[0.002255866,0.0003647554,0.000133135,0.0006314343,0.0005939833,0.0001015758,0.00009982325,0.000383422,0.00006851707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003155272,"about_ca_system_score_gemma":0.000320683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006468037,"about_ca_topic_score_gemma":0.0004348675,"domain_scores_codex":[0.9965985,0.00006859353,0.001058818,0.0007991036,0.0005321556,0.0009428709],"domain_scores_gemma":[0.997673,0.0001467452,0.0003783657,0.0007867282,0.0004472308,0.0005679197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0002996651,0.0004587134,0.5444632,0.00006962938,0.00002068873,0.4507236,0.0001371903,8.737982e-7,0.001094243,0.00008143675,0.002009114,0.0006416808],"study_design_scores_gemma":[0.004148426,0.006037644,0.1032926,0.00313262,0.000164935,0.8807347,0.0007055221,0.0002719096,0.0001532273,0.0002891863,0.0008696388,0.0001995622],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856493,0.0004460798,0.001072916,0.001690613,0.0002823767,0.0007795705,0.0000100908,0.0001687757,0.009900312],"genre_scores_gemma":[0.9902881,0.000008948768,0.007074602,0.0007181796,0.0006418324,0.00005165187,0.00007660986,0.00006456962,0.001075488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4411706,"threshold_uncertainty_score":0.9998804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01831349016354389,"score_gpt":0.2996300216952887,"score_spread":0.2813165315317449,"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."}}