{"id":"W2739856529","doi":"10.1016/j.gie.2017.07.035","title":"Reliability of EUS indices to detect inflammation in ulcerative colitis","year":2017,"lang":"br","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Hospital; The Scarborough Hospital; University of Toronto; Dalhousie University; University of Calgary; Robarts Clinical Trials; Western University","funders":"","keywords":"Medicine; Confidence interval; Internal medicine; Gastroenterology; Colonoscopy; Ulcerative colitis; Inter-rater reliability; Endoscopy; Disease; Rating scale; 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":[0.01051523,0.0008762788,0.0009213586,0.002756926,0.0003022426,0.001711039,0.0005679883,0.001189793,0.0007153279],"category_scores_gemma":[0.04078859,0.0005054522,0.0006340037,0.001125664,0.0007357453,0.001198058,0.0007399272,0.001121679,0.000626438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002617243,"about_ca_system_score_gemma":0.0002365527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006235897,"about_ca_topic_score_gemma":0.00053505,"domain_scores_codex":[0.9944298,0.002706644,0.0007261009,0.0005705899,0.001217544,0.0003492816],"domain_scores_gemma":[0.9562494,0.02838299,0.0042499,0.003363427,0.006585981,0.001168323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001712576,0.00006420955,0.9800252,0.00005270965,0.0002041936,0.00009146414,0.0001873019,0.0005412839,0.004966845,0.00006060973,0.000183432,0.01191016],"study_design_scores_gemma":[0.00003351444,0.0007831397,0.9873995,0.00003915871,0.0002733057,0.0005772,0.0002351614,0.005906301,0.003947084,0.0002252289,0.0005526643,0.00002780502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890929,0.004132899,0.002641126,0.0001287429,0.0001191875,0.00002419732,0.0002411022,0.00007239491,0.003547248],"genre_scores_gemma":[0.9984574,0.0003202534,0.0007808881,0.0000369709,0.00006469219,0.000007665968,0.0001455892,0.00001519233,0.0001713284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01051523,"threshold_uncertainty_score":0.05561048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00997977138700858,"score_gpt":0.2717077808867671,"score_spread":0.2617280094997585,"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."}}