{"id":"W4256638088","doi":"10.1093/jcag/gwz006.202","title":"A203 SURVEILLANCE OF HIGH-RISK POLYPS IN THE BC COLON SCREENING PROGRAM","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Colonoscopy; Medicine; Adenoma; Dysplasia; Internal medicine; Gastroenterology; Hyperplastic Polyp; Percentile; Colorectal cancer; General surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000582133,0.0001134964,0.0002175963,0.001282045,0.0005823086,0.0004398199,0.0003361221,0.0002095066,0.001783086],"category_scores_gemma":[0.002581673,0.0001739981,0.0001957749,0.002262335,0.0001216459,0.0002842064,0.0004424548,0.0003679458,0.0002610589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282728,"about_ca_system_score_gemma":0.001709663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1206378,"about_ca_topic_score_gemma":0.1747785,"domain_scores_codex":[0.9990791,0.0001777826,0.00008472751,0.0001581032,0.0003572483,0.0001429579],"domain_scores_gemma":[0.9982981,0.0001371275,0.0006787034,0.0001047701,0.0004445891,0.0003367267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001923523,0.00006960821,0.9889711,0.00003911021,0.00003152758,0.00008319206,0.00006924908,0.00006453216,0.0002966351,0.00002730598,0.001707233,0.008448215],"study_design_scores_gemma":[0.00001356143,0.00007819187,0.9983857,0.00001758591,0.0000116852,0.0001557655,0.00005262095,0.0002024271,0.0000817017,0.00001113528,0.0009874497,0.000002155293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868267,0.0005661404,0.0002482638,0.0002152592,0.00001099421,0.000193914,0.008007038,0.00002905387,0.003902628],"genre_scores_gemma":[0.9912498,0.0004418751,0.0006853948,0.0001051214,0.00002014804,0.000138521,0.006531139,0.000004937184,0.0008230006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8793622,"threshold_uncertainty_score":0.2398712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007204555505736447,"score_gpt":0.2346985732223308,"score_spread":0.2274940177165943,"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."}}