{"id":"W3033064585","doi":"10.1016/j.gie.2020.03.2934","title":"Mo1740 OPTICAL ENHANCEMENT AND PROBE CONFOCAL LASER ENDOMICROSCOPY CAN ACCURATELY PREDICT RESPONSE TO BIOLOGICAL THERAPY IN INFLAMMATORY BOWEL DISEASE PATIENTS","year":2020,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Chromoendoscopy; Inflammatory bowel disease; Colonoscopy; Endoscopy; Ulcerative colitis; Crohn's disease; Gastroenterology; Infliximab; Internal medicine; Endoscope; Prospective cohort study; Radiology; Disease; Colorectal cancer","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":[0.0005921546,0.0003478356,0.0004187201,0.0006339215,0.0001574055,0.0004169958,0.0001452976,0.000657471,0.0006516727],"category_scores_gemma":[0.001731638,0.0001461842,0.0002361207,0.0003014751,0.0001749791,0.0003630136,0.0002142825,0.0004138146,0.0002446561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002030979,"about_ca_system_score_gemma":0.0001197803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007489424,"about_ca_topic_score_gemma":0.00140976,"domain_scores_codex":[0.9997239,0.0000999086,0.00002300424,0.00004439192,0.00005667119,0.00005207562],"domain_scores_gemma":[0.9991952,0.0003761939,0.0001914809,0.00003561649,0.0001127086,0.00008887753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004279216,0.000169442,0.9335802,0.00007002267,0.00009187854,0.0004428457,0.0000836109,0.0003307312,0.03072127,0.00005565683,0.000479906,0.02969524],"study_design_scores_gemma":[0.000043575,0.0008407934,0.9861223,0.0000238805,0.0001013355,0.00114854,0.00009958335,0.002884295,0.007701398,0.00006188828,0.0009607762,0.00001160489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950147,0.002337585,0.0006959676,0.0001566674,0.00001650806,0.00001491185,0.00009378128,0.00002729167,0.00164255],"genre_scores_gemma":[0.9981937,0.0003416336,0.0008693351,0.00008491083,0.00001706262,0.00001130368,0.0001203556,0.00000514625,0.0003565877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007489424,"threshold_uncertainty_score":0.003131688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654793084633198,"score_gpt":0.2563630375115483,"score_spread":0.2398151066652164,"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."}}