{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009056857,0.0001177078,0.0002581623,0.0001214937,0.00002952093,0.000005523953,0.0000539086,0.00008592303,0.0002034601],"category_scores_gemma":[0.00002220957,0.0001146716,0.00004847468,0.000120294,0.0000586017,0.00004641738,0.00003528209,0.0002072973,0.00002658046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002886911,"about_ca_system_score_gemma":0.00003925604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001839855,"about_ca_topic_score_gemma":0.008683946,"domain_scores_codex":[0.9989917,0.00006686147,0.0002121218,0.0002646771,0.0001186646,0.000345961],"domain_scores_gemma":[0.9996648,0.00001955661,0.00006098529,0.0001131654,0.00005802099,0.00008351169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01298086,0.000155206,0.9817979,0.000007853286,0.00002329088,0.000003380282,0.00005321273,0.0001836209,0.0002673243,0.000004424542,0.0003506097,0.004172365],"study_design_scores_gemma":[0.004133759,0.005736643,0.9886804,0.00001830125,0.0000102318,0.00001433206,0.00001003566,0.0003470523,0.0003728902,0.000009408334,0.0006146595,0.00005228801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971828,0.00008046063,0.00007670576,0.00169217,0.0003683486,0.0002532821,0.00001582591,0.00005621894,0.0002742315],"genre_scores_gemma":[0.9982067,0.00002407572,0.0001519724,0.00124379,0.0001841476,0.00006840903,0.00001769061,0.0000139535,0.00008923028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008847098,"threshold_uncertainty_score":0.4845846,"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."}}