{"id":"W2067684508","doi":"10.1053/j.gastro.2005.05.012","title":"Colorectal Cancer in Patients Under Close Colonoscopic Surveillance","year":2005,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":443,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Cancer Institute","keywords":"Medicine; Colonoscopy; Polypectomy; Dysplasia; Adenoma; Colorectal cancer; Incidence (geometry); Internal medicine; Cancer; Gastroenterology","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":[0.0003405508,0.0002688007,0.0008233171,0.001192744,0.001304433,0.0009607437,0.0002270858,0.001057923,0.003217406],"category_scores_gemma":[0.004921034,0.0003409185,0.0006745803,0.001268185,0.0004760866,0.001192572,0.0007890975,0.001337172,0.0002290149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003674284,"about_ca_system_score_gemma":0.0004321898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004658209,"about_ca_topic_score_gemma":0.005650462,"domain_scores_codex":[0.9994377,0.0001195404,0.00005367603,0.0001007451,0.00008461539,0.0002036297],"domain_scores_gemma":[0.9974002,0.0005742241,0.0007294035,0.000083065,0.000143471,0.001069616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004011896,0.0000842236,0.996469,0.00001487534,0.00003038959,0.0009519637,0.0001064454,0.00002621671,0.0001447564,0.00002363014,0.0001217773,0.001625466],"study_design_scores_gemma":[0.00001649375,0.0004567038,0.9951427,0.00001582178,0.00005717479,0.003170562,0.0006263463,0.0001108458,0.00003083704,0.00007622472,0.0002877558,0.000008458379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997649,0.0005729644,0.00003057661,0.0001963538,0.00004681092,0.00000609874,0.0001286432,0.000002880088,0.001366599],"genre_scores_gemma":[0.9991202,0.0002924573,0.0000318713,0.0001131676,0.00009539427,0.00000377074,0.0001754608,0.000001684266,0.000166057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004658209,"threshold_uncertainty_score":0.01076329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0081518601895334,"score_gpt":0.2614244229675644,"score_spread":0.253272562778031,"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."}}