{"id":"W2922111856","doi":"10.1093/jcag/gwz006.227","title":"A228 CAN SERRATED ADENOMA DETECTION RATE (SADR) BE USED TO EVALUATE THE PERFORMANCE OF CREDENTIALED SCREENING COLONOSCOPISTS IN THE NOVA SCOTIA COLON CANCER PREVENTION 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":"Queen Elizabeth II Health Sciences Centre; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Colonoscopy; Colorectal cancer; Nova scotia; Internal medicine; Gastroenterology; Adenoma; Asymptomatic; Population; Cancer; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008451087,0.0002244988,0.0004226454,0.003289999,0.0003366588,0.001144346,0.0007050692,0.0005324703,0.0007389769],"category_scores_gemma":[0.0518011,0.0002626119,0.0006810815,0.00328013,0.0007129857,0.000853142,0.0005734021,0.0003886681,0.0002902588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002128611,"about_ca_system_score_gemma":0.001859956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1213318,"about_ca_topic_score_gemma":0.1404857,"domain_scores_codex":[0.9932358,0.002381838,0.001275901,0.0008023429,0.001947553,0.0003565172],"domain_scores_gemma":[0.9485543,0.01316894,0.02621683,0.001842884,0.009013081,0.001203977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005872981,0.000005537114,0.996152,0.00007201116,0.0000469123,0.00002017053,0.00006905566,0.00006661373,0.00004115385,0.00001501408,0.0002293426,0.003223501],"study_design_scores_gemma":[0.000003759553,0.00006285241,0.9989549,0.00004501105,0.00002933828,0.00006720103,0.000101099,0.0003182638,0.0000461057,0.00001403118,0.0003530559,0.000004323337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794328,0.007976282,0.001352564,0.001628164,0.00009506449,0.0001461495,0.005588831,0.00003363052,0.003746459],"genre_scores_gemma":[0.9970012,0.0007791441,0.0008585114,0.0001657984,0.00004094319,0.00004083155,0.0009377899,0.000004087072,0.0001715702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8786682,"threshold_uncertainty_score":0.2412512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02288060267663448,"score_gpt":0.297140505859932,"score_spread":0.2742599031832975,"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."}}