{"id":"W4411801529","doi":"10.1093/jcag/gwaf013","title":"Risk of total metachronous advanced neoplasia after detection of proximal hyperplastic polyps, adenomas, and their combination","year":2025,"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":"Université de Montréal","funders":"Boston Scientific Corporation","keywords":"Medicine; Colonoscopy; Hyperplastic Polyp; Internal medicine; Gastroenterology; Adenoma; Proximal colon; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006182018,0.000225555,0.0003068437,0.0008894001,0.0002489316,0.0005093132,0.0003041986,0.0003963425,0.001919138],"category_scores_gemma":[0.003283003,0.0002233165,0.0007425596,0.0006623903,0.000217005,0.0003127959,0.0005098833,0.0006011592,0.0001735063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001988387,"about_ca_system_score_gemma":0.0002801421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00239067,"about_ca_topic_score_gemma":0.003251765,"domain_scores_codex":[0.9994947,0.000106897,0.00004789776,0.0001484382,0.0001311141,0.00007103461],"domain_scores_gemma":[0.9961867,0.0007593117,0.002165227,0.0002298625,0.000205776,0.0004531218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002303526,0.000008251558,0.9973829,0.00002006103,0.00009204247,0.0001714044,0.00001565623,0.00003940779,0.0002435579,0.000007244501,0.00002752065,0.001761572],"study_design_scores_gemma":[0.000004740551,0.00009352904,0.9980901,0.000008431794,0.00007377048,0.001384054,0.00002891589,0.0001238675,0.00009235665,0.00001605308,0.00008146351,0.000002701605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974777,0.001748343,0.00009908427,0.00004437116,0.000005537476,0.000005820907,0.0001881731,0.000006420137,0.0004245249],"genre_scores_gemma":[0.9994532,0.000264899,0.00008124743,0.000008465006,0.000009887897,0.000001909086,0.0001048153,0.000001008534,0.00007449024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00239067,"threshold_uncertainty_score":0.006420195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002734521895595146,"score_gpt":0.1988734750501538,"score_spread":0.1961389531545586,"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."}}