{"id":"W3034132805","doi":"10.1016/j.gie.2020.03.2939","title":"Mo1745 ENDOSCOPIC SUBMUCOSAL DISSECTION IN IBD ASSOCIATED DYSPLASIA: A SYSTEMATIC REVIEW","year":2020,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Endoscopic submucosal dissection; Endoscopic mucosal resection; Colectomy; Dysplasia; Resection; Endoscopy; Dissection (medical); Surgery; General surgery; Internal medicine; Ulcerative colitis; Disease","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003649599,0.0007018585,0.004220289,0.000289022,0.00007635249,0.00005313292,0.0003607692,0.0001225635,0.0001493518],"category_scores_gemma":[0.004100437,0.0005775425,0.0008934584,0.0012225,0.00006524597,0.00008706404,0.0001172373,0.0008492782,0.0008023372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000623541,"about_ca_system_score_gemma":0.0008056409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002748608,"about_ca_topic_score_gemma":0.00001508051,"domain_scores_codex":[0.995941,0.0006139429,0.001565813,0.0007612234,0.0005517505,0.0005662066],"domain_scores_gemma":[0.9975104,0.0004192541,0.0007272355,0.0007266402,0.0001641911,0.0004522568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002351041,0.0004156799,0.0002212798,0.994677,0.000270055,0.001006974,0.00001032175,1.438717e-7,0.00001143399,0.0001016054,0.0007019547,0.002560058],"study_design_scores_gemma":[0.0006459148,0.0003648443,0.0001148434,0.9745287,0.009835409,0.005973497,0.00001592834,0.00003366953,5.644376e-7,0.0000156597,0.008181849,0.0002891654],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007690335,0.9929085,0.0004203618,0.0002500078,0.00009123742,0.005180033,0.00008742929,0.0002273139,0.000827368],"genre_scores_gemma":[0.00005800465,0.9951795,0.001373006,0.0003119316,0.00009859252,0.001809948,0.0008333364,0.0001009508,0.0002347591],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02014833,"threshold_uncertainty_score":0.9999757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.030395809192157,"score_gpt":0.3217482459347843,"score_spread":0.2913524367426273,"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."}}