{"id":"W2894635708","doi":"10.14740/gr1064w","title":"Clinical, Histologic, and Immunophenotypic Features of Serrated Polyps in Patients With Inflammatory Bowel Disease","year":2018,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hyperplastic Polyp; Gastroenterology; Inflammatory bowel disease; Internal medicine; Dysplasia; Pathogenesis; Pathology; Immunohistochemistry; Colorectal cancer; Disease; Colonoscopy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000290629,0.0002864059,0.0002520161,0.0008952906,0.0003265475,0.0003359336,0.0001575367,0.0003301552,0.001229589],"category_scores_gemma":[0.001586581,0.0001955257,0.0002058221,0.0005714927,0.0002957749,0.0003365371,0.0002247959,0.0002397532,0.0002045391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001677301,"about_ca_system_score_gemma":0.0001538291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000751908,"about_ca_topic_score_gemma":0.0009376272,"domain_scores_codex":[0.9997697,0.00005052737,0.00003608987,0.00005210528,0.00004969479,0.00004176548],"domain_scores_gemma":[0.9991442,0.0001910428,0.0003540024,0.00002718333,0.00007041444,0.0002132052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000114681,0.00001200453,0.9977488,0.000007724314,0.000009919483,0.0008528993,0.00003100411,0.00001887393,0.0004640033,0.000004512093,0.00002848662,0.0007069064],"study_design_scores_gemma":[0.0000064712,0.0001040448,0.9929221,0.000004242565,0.00001320967,0.006603525,0.0001018591,0.00006576057,0.00007416159,0.000008205069,0.00009431965,0.000001992015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999175,0.0003681398,0.00004794637,0.00001918126,0.000004474115,0.000004749322,0.00005796429,0.000002478485,0.0003200828],"genre_scores_gemma":[0.9997246,0.00009200455,0.00005044468,0.00001111183,0.000009645254,0.000003345333,0.00007199329,5.75764e-7,0.00003640567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001229589,"threshold_uncertainty_score":0.004113376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02643644868201466,"score_gpt":0.3375108523228818,"score_spread":0.3110744036408671,"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."}}