{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006446316,0.00009014528,0.0002355067,0.0002703769,0.00007159798,0.000006028771,0.000081978,0.00008892477,0.00003193089],"category_scores_gemma":[0.0002280215,0.00006869194,0.0000292454,0.0001653911,0.001001539,0.00004298552,0.0001001628,0.0004890782,0.000004631135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005697209,"about_ca_system_score_gemma":0.00009622167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009145674,"about_ca_topic_score_gemma":0.0003730331,"domain_scores_codex":[0.9985144,0.0003470824,0.0002586152,0.0002869532,0.0002530732,0.0003398666],"domain_scores_gemma":[0.9991012,0.00006693377,0.00006618127,0.000253882,0.0003550681,0.0001567074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08011638,0.0001826636,0.9175665,0.00003899271,0.00003423928,0.00001365601,0.00007330344,4.80346e-7,0.00008502178,0.00000420468,0.0003500869,0.001534487],"study_design_scores_gemma":[0.003664461,0.01223588,0.9837997,0.00006989868,0.00001535754,0.000006372183,0.00003889547,0.00003175024,0.00003262648,0.0000255543,0.00004696099,0.0000325186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989241,0.0001929345,0.0000132412,0.0002671857,0.00008992221,0.0003270491,0.000004347186,0.00002052472,0.0001607229],"genre_scores_gemma":[0.9995109,0.00002257425,0.0001246583,0.0001196609,0.00006390651,0.00002250064,0.00001013961,0.00001042971,0.0001151761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07645191,"threshold_uncertainty_score":0.3690212,"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."}}