{"id":"W4233930694","doi":"10.1016/b978-0-12-801238-3.65802-6","title":"Colorectal Polyps","year":2019,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Dysplasia; Colonoscopy; Etiology; Gastroenterology; Rectal Polyp; Polypectomy; Adenoma; Rectum; Internal medicine; 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":[0.0001034798,0.0003255126,0.0009103728,0.0002909191,0.00002343421,0.000003305295,0.0001212822,0.0004284658,0.001218573],"category_scores_gemma":[0.0000317188,0.000316853,0.0003336837,0.00002431584,0.0001682892,0.00003055723,0.00009984785,0.0005924481,0.0001914341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050182,"about_ca_system_score_gemma":0.0001755947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002718017,"about_ca_topic_score_gemma":0.0001247512,"domain_scores_codex":[0.998486,0.00002181925,0.0004652858,0.0004348362,0.0002766017,0.0003154699],"domain_scores_gemma":[0.9989919,0.00005318766,0.0003395678,0.0003616272,0.0001226579,0.0001310638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.5222856,0.0008824207,0.258521,0.003074996,0.00533924,0.001161731,0.001192063,0.00005759781,0.002274152,0.01696646,0.1139731,0.07427162],"study_design_scores_gemma":[0.006899907,0.1148791,0.04729531,0.0008166308,0.00130535,0.002004171,0.00003120881,0.00007969514,0.0003067609,0.001143579,0.8246043,0.0006339847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09380738,0.0003066877,0.0001285323,0.0002719422,0.001376328,0.0004930774,0.00006688888,0.00008700697,0.9034622],"genre_scores_gemma":[0.2330813,0.001022093,0.0006389635,0.0004869523,0.0009673001,0.00001966191,0.0001861315,0.0001293689,0.7634682],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7106313,"threshold_uncertainty_score":0.9999284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009500995699255794,"score_gpt":0.2322921387401871,"score_spread":0.2227911430409313,"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."}}