{"id":"W3187776398","doi":"10.14309/ajg.0000000000001400","title":"Prospective Evaluation of Endoscopic and Histologic Indices in Pediatric Ulcerative Colitis Using Centralized Review","year":2021,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Hospital for Sick Children; Institute for Clinical Evaluative Sciences; Children's Hospital of Eastern Ontario; University of Ottawa; SickKids Foundation; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Intraclass correlation; Ulcerative colitis; Kappa; Endoscopy; Cohen's kappa; Gastroenterology; Internal medicine; Construct validity; Inflammatory bowel disease; Correlation; Disease; Surgery; Psychometrics; Statistics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01640609,0.0003760615,0.000980338,0.008391957,0.0005156364,0.001743778,0.001217326,0.0004943275,0.001372968],"category_scores_gemma":[0.04107258,0.0004696151,0.0004865955,0.008644749,0.0005305411,0.001467419,0.001846631,0.0003239663,0.0004474214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0014449,"about_ca_system_score_gemma":0.003817668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005753991,"about_ca_topic_score_gemma":0.007719516,"domain_scores_codex":[0.9797695,0.008581148,0.003605573,0.002887171,0.004431808,0.0007248921],"domain_scores_gemma":[0.9172178,0.01312042,0.04617567,0.003435717,0.01792012,0.002130364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009135671,0.00002888208,0.9921749,0.0002681208,0.00009032596,0.00008944808,0.0001785441,0.00004876881,0.000149369,0.00003014372,0.0002698016,0.006580265],"study_design_scores_gemma":[0.00002511504,0.0002044581,0.9968646,0.0001450565,0.0001336895,0.0005057411,0.0003996427,0.0003096176,0.0002967619,0.00001659256,0.001089057,0.000009613985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798664,0.008350603,0.001977164,0.0002293294,0.00003260207,0.0009463453,0.005714484,0.00008384774,0.002799211],"genre_scores_gemma":[0.9901199,0.002189708,0.002971793,0.00009043222,0.00006695327,0.0007655611,0.003553516,0.00001393809,0.0002283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01640609,"threshold_uncertainty_score":0.08676475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01450521737742797,"score_gpt":0.2915695011466472,"score_spread":0.2770642837692192,"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."}}