{"id":"W4409134341","doi":"10.2139/ssrn.5201836","title":"International Consensus on the Use of Intestinal Ultrasound in Inflammatory Bowel Disease Trials","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Western University","funders":"","keywords":"Inflammatory bowel disease; Medicine; Disease; Internal medicine; Intensive care medicine; Gastroenterology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.301419,0.001703655,0.01071014,0.005876646,0.002085735,0.009955788,0.01083779,0.01639521,0.005884094],"category_scores_gemma":[0.3417112,0.001959475,0.01204592,0.006980319,0.005977355,0.005117173,0.008034814,0.02362153,0.003361979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006339889,"about_ca_system_score_gemma":0.01680176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004816744,"about_ca_topic_score_gemma":0.005592884,"domain_scores_codex":[0.7377206,0.1670137,0.04903102,0.008053925,0.03406148,0.004119333],"domain_scores_gemma":[0.4853653,0.4146655,0.02811633,0.01449861,0.04784763,0.009506625],"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":[0.009811891,0.000276354,0.003956163,0.06524243,0.008393324,0.0003829261,0.00177008,0.002449244,0.001704417,0.04328625,0.2564902,0.6062367],"study_design_scores_gemma":[0.007065531,0.001200333,0.01968404,0.1878641,0.01296787,0.001078754,0.0009693126,0.00319535,0.00266001,0.049881,0.7130156,0.0004181964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.004197928,0.5449704,0.03820713,0.3392766,0.03077145,0.001722479,0.003814551,0.0006047873,0.03643467],"genre_scores_gemma":[0.1335331,0.2955419,0.1618152,0.3465724,0.03312897,0.01090197,0.006357527,0.001610532,0.01053838],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.301419,"threshold_uncertainty_score":0.8614747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02587162114234043,"score_gpt":0.2842898989720065,"score_spread":0.2584182778296661,"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."}}