{"id":"W2156987599","doi":"10.1136/gut.2011.239301.428","title":"Updated BSG guidelines for cancer surveillance in IBD – improving consensus and changing practice?","year":2011,"lang":"en","type":"article","venue":"Gut","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Colorectal cancer; Confusion; Pancolitis; Family medicine; Consensus conference; Endoscopy; General surgery; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003894432,0.00007656033,0.0001508845,0.0001069813,0.00004615527,0.000008046295,0.00002033813,0.00005142699,0.00001902543],"category_scores_gemma":[0.0007806628,0.000069294,0.00002227715,0.0001661754,0.00002075486,0.00004119986,0.0000210958,0.00007822148,0.000001473392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004735528,"about_ca_system_score_gemma":0.00006474969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003198287,"about_ca_topic_score_gemma":0.002458016,"domain_scores_codex":[0.9993727,0.00001930656,0.0001705741,0.0001832045,0.00006966491,0.0001845642],"domain_scores_gemma":[0.9994356,0.00007196853,0.00007861987,0.00009453455,0.0002720802,0.00004720848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02581483,0.0001532863,0.09891317,0.0005306561,0.0002108354,0.000142222,0.006686246,0.00005111906,0.03467822,0.0001994587,0.008401724,0.8242182],"study_design_scores_gemma":[0.02721255,0.008962694,0.4941351,0.0014097,0.0005911726,0.001669214,0.01485908,0.1590689,0.05151693,0.0006260994,0.2377912,0.002157386],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919027,0.002015061,0.001132691,0.002409336,0.0003990223,0.0004481474,0.0000132742,0.00009324255,0.001586504],"genre_scores_gemma":[0.9918578,0.00006865735,0.006750378,0.000668381,0.0002004379,0.00006596967,0.000005855531,0.00001376127,0.0003687194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8220608,"threshold_uncertainty_score":0.4834875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09373094528258256,"score_gpt":0.3594571724927235,"score_spread":0.2657262272101409,"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."}}