{"id":"W2121552666","doi":"10.1136/gut.2008.152009","title":"Surveillance programmes for colorectal cancer in inflammatory bowel disease: have we got it right?","year":2008,"lang":"en","type":"review","venue":"Gut","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Dysplasia; Chromoendoscopy; Colonoscopy; Inflammatory bowel disease; Polypectomy; Colorectal cancer; Ulcerative colitis; General surgery; Biopsy; Disease; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000186675,0.0004642613,0.001337875,0.0002691258,0.0001035742,0.00003311182,0.0001514733,0.0003412025,0.00006809085],"category_scores_gemma":[0.0001647904,0.0003786403,0.0006116588,0.0002773507,0.000109913,0.00005479095,0.00005130922,0.0004799749,0.00002542186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000642459,"about_ca_system_score_gemma":0.001249383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001983515,"about_ca_topic_score_gemma":0.002476423,"domain_scores_codex":[0.9978405,0.00009949151,0.000621361,0.0006273956,0.000317262,0.0004940131],"domain_scores_gemma":[0.9988091,0.0002034155,0.0002972442,0.0003118996,0.0001211363,0.0002572269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001465419,0.00007621013,0.002121546,0.01495365,0.0001553028,0.0001450405,0.00008717737,0.000004791542,5.519923e-7,0.000007826552,0.00617102,0.9748115],"study_design_scores_gemma":[0.0008719153,0.0004673577,0.002831196,0.01017308,0.0002131853,0.00008856969,0.00001039465,0.0001158208,0.000002816467,0.00001251238,0.9848105,0.0004026575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002897888,0.9947789,0.00003332485,0.0002760513,0.0006341455,0.003067987,0.0002476529,0.0001573509,0.0005147608],"genre_scores_gemma":[0.0007573734,0.9922509,0.0001111639,0.00004413561,0.0009003497,0.003867676,0.0002039254,0.00008694558,0.001777511],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9786395,"threshold_uncertainty_score":0.9998665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03340400005424161,"score_gpt":0.3420779602658749,"score_spread":0.3086739602116333,"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."}}