{"id":"W4323353321","doi":"10.1093/jcag/gwac036.232","title":"A232 RISK OF TOTAL METACHRONOUS ADVANCED NEOPLASIA AT SURVEILLANCE COLONOSCOPY AFTER DETECTION OF SERRATED LESIONS: A MATCHED COHORT STUDY","year":2023,"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":"Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Boston Scientific Corporation; American College of Gastroenterology","keywords":"Medicine; Hazard ratio; Adenoma; Internal medicine; Confidence interval; Gastroenterology; Cohort; Colonoscopy; Surgery; Cancer; Colorectal cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005361057,0.0002944536,0.0004156631,0.0007989027,0.0003596297,0.0006291038,0.0003035826,0.0004636436,0.002502861],"category_scores_gemma":[0.001590706,0.000366566,0.0009201312,0.000750928,0.0001693029,0.0003412996,0.0003810218,0.0003721787,0.0002918107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001929615,"about_ca_system_score_gemma":0.0002421345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00459808,"about_ca_topic_score_gemma":0.003052269,"domain_scores_codex":[0.9995969,0.00008268112,0.00004020566,0.0001601439,0.00005893353,0.00006112779],"domain_scores_gemma":[0.9988967,0.0001697366,0.0004444083,0.0001275577,0.00008710486,0.0002744678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007689596,0.00003950025,0.9979741,0.000008648724,0.0002291428,0.0001056609,0.00002419599,0.00002556766,0.0002426802,0.000008378394,0.00004543009,0.0005277465],"study_design_scores_gemma":[0.00006476807,0.0005229942,0.998313,0.000004840214,0.000155868,0.0003830584,0.00006479254,0.0002598778,0.00008505292,0.00001648166,0.0001252533,0.000004144933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993173,0.0001695388,0.00005641669,0.000008390783,0.000004909536,0.000008454763,0.000284661,0.000002071081,0.0001482658],"genre_scores_gemma":[0.9996173,0.0000471907,0.00002810502,0.000007134848,0.000006603157,0.000005633316,0.0002082821,7.498655e-7,0.00007896055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00459808,"threshold_uncertainty_score":0.009142637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006343204264443456,"score_gpt":0.2366895001685194,"score_spread":0.2303462959040759,"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."}}