{"id":"W2258726759","doi":"10.1111/den.12634","title":"Paradigm Shift in the Surveillance and Management of Dysplasia in Inflammatory Bowel Disease (West)","year":2016,"lang":"en","type":"review","venue":"Digestive Endoscopy","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Chromoendoscopy; Dysplasia; Inflammatory bowel disease; Ulcerative colitis; Colonoscopy; Guideline; Colorectal cancer; Disease; Internal medicine; Gastroenterology; General surgery; Cancer; Pathology","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":[0.004765282,0.000691909,0.001387838,0.002557823,0.0003330317,0.001932747,0.001273322,0.00225032,0.001603341],"category_scores_gemma":[0.005224694,0.0002848578,0.001347964,0.002506269,0.001128628,0.002244308,0.001013091,0.002938574,0.0005216967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002390255,"about_ca_system_score_gemma":0.005574512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003557531,"about_ca_topic_score_gemma":0.005973868,"domain_scores_codex":[0.9982473,0.0006804578,0.0003454516,0.0001950914,0.0004333802,0.00009839598],"domain_scores_gemma":[0.9967952,0.001897311,0.0004252783,0.00006929123,0.0007058302,0.0001070615],"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":[0.0001172592,0.00006370971,0.0003681275,0.07629158,0.0002869948,0.0002192273,0.0003860011,0.0004244822,0.0005298028,0.01502917,0.03122434,0.8750594],"study_design_scores_gemma":[0.00007349133,0.0002000376,0.002298681,0.07283766,0.0005597595,0.001843822,0.0003927255,0.0001820486,0.0002554702,0.009442966,0.9118729,0.0000403627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009905585,0.9969711,0.0001330312,0.002100303,0.0002486254,0.000007099212,0.000009776947,0.000004118052,0.0004268156],"genre_scores_gemma":[0.001897781,0.9947306,0.0006972926,0.002137011,0.0002819009,0.00001985681,0.00002607775,0.000001800415,0.0002076433],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004765282,"threshold_uncertainty_score":0.02520156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244064316020144,"score_gpt":0.2845099814588078,"score_spread":0.2720693382986064,"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."}}