{"id":"W3007141723","doi":"10.1016/j.cgh.2020.02.036","title":"Biopsies From Ascending and Descending Colon Are Sufficient for Diagnosis of Microscopic Colitis","year":2020,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Microscopic Colitis","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Ascending colon; Descending colon; Medicine; Colonoscopy; Collagenous colitis; Transverse colon; Splenic flexure; Cecum; Sigmoid colon; Lymphocytic colitis; Gastroenterology; Biopsy; Microscopic colitis; Internal medicine; Rectum; Colitis; Pathology; Colorectal cancer; Inflammatory bowel disease; Disease; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001857243,0.0001536515,0.0009324715,0.00005400967,0.00007069566,0.000007345914,0.0000749128,0.0002503877,0.00007423207],"category_scores_gemma":[0.0005555558,0.0001506828,0.0001073893,0.00004426843,0.0007364193,0.00002113543,0.0001470483,0.0002439922,0.000002209604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001831033,"about_ca_system_score_gemma":0.00003440245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006971446,"about_ca_topic_score_gemma":0.0002456805,"domain_scores_codex":[0.998305,0.0001513655,0.0006532391,0.000486351,0.00004789932,0.0003562036],"domain_scores_gemma":[0.9984285,0.0008743959,0.0002364219,0.0001393372,0.00006349548,0.0002579108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002044013,0.000144507,0.9947526,0.0002163757,0.0001157546,0.00004143822,0.0002767708,1.249078e-7,0.0004392977,0.0001256774,0.0014223,0.0004211444],"study_design_scores_gemma":[0.004806334,0.004002716,0.98625,0.0001489516,0.0002548113,0.00008144726,0.0002825443,0.0004299598,0.0009488647,0.00009949667,0.002620123,0.00007479792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897977,0.0006986791,0.0005889336,0.007921326,0.000323487,0.0004491691,0.0001855579,0.00002708098,0.000008130662],"genre_scores_gemma":[0.9907002,0.0009248463,0.001864784,0.006249591,0.0001425002,0.00005386915,0.00004074931,0.00001426799,0.00000919149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008502644,"threshold_uncertainty_score":0.6144667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07624815015963284,"score_gpt":0.3585838610939702,"score_spread":0.2823357109343373,"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."}}