{"id":"W4409255942","doi":"10.1016/j.cgh.2025.02.009","title":"Defining Radiological Healing in Perianal Fistulizing Crohn’s Disease: A TOpClass Global Expert Delphi Consensus","year":2025,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"St Vincent's Hospital Melbourne; All-India Institute of Medical Sciences; School of Medicine, Johns Hopkins University; Medizinische Universität Wien; Université de Montréal; Chinese University of Hong Kong; Universidad Autónoma de Madrid; New York University; Universiteit van Amsterdam; Institut National de la Santé et de la Recherche Médicale; Muscular Dystrophy Canada; Tulane University Medical School - Department of Radiology; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas; Scripps Research Institute; Crohn's and Colitis Foundation; University of Ottawa; Washington University in St. Louis; American College of Gastroenterology; Aarhus Universitetshospital; Frimley Health Hospital NHS Foundation Trust; Cleveland Clinic; Mallinckrodt Institute of Radiology, School of Medicine, Washington University in St. Louis; NIHR Nottingham Biomedical Research Centre; Linköpings Universitet; Washington University School of Medicine in St. Louis; Vanderbilt University Medical Center; Leona M. and Harry B. Helmsley Charitable Trust; Cincinnati Children's Hospital Medical Center; Icahn School of Medicine at Mount Sinai; Istituto di Ricovero e Cura a Carattere Scientifico; Sapienza Università di Roma; Universitair Ziekenhuis Gent; Mayo Clinic","keywords":"Medicine; Crohn's disease; Radiological weapon; Delphi; Crohn disease; Disease; MEDLINE; Dermatology; General surgery; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.393959,0.001693949,0.002937178,0.008170797,0.003984262,0.006149048,0.00502314,0.004722361,0.004855841],"category_scores_gemma":[0.3138446,0.001607014,0.004021191,0.00455022,0.006518502,0.006077603,0.01848212,0.005282812,0.001082879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008340241,"about_ca_system_score_gemma":0.04080135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002008731,"about_ca_topic_score_gemma":0.002086029,"domain_scores_codex":[0.5259112,0.3829657,0.04830946,0.007924838,0.02682653,0.008062305],"domain_scores_gemma":[0.6708063,0.1962788,0.01411117,0.01309308,0.09836176,0.007348811],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002565097,0.0007092785,0.01547761,0.04840888,0.001825862,0.002134,0.2907212,0.004208229,0.008814852,0.03881154,0.0464165,0.539907],"study_design_scores_gemma":[0.002204917,0.003242398,0.02876351,0.1232626,0.002561281,0.004418242,0.3167315,0.0230957,0.009037403,0.1585037,0.3265179,0.001660769],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3139471,0.04133412,0.3162374,0.1052498,0.007978582,0.1448063,0.002497992,0.0005141573,0.06743456],"genre_scores_gemma":[0.5485164,0.01345615,0.3311062,0.01419155,0.001068705,0.08718745,0.001450531,0.0001657253,0.002857318],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6060411,"threshold_uncertainty_score":0.7473565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814636719663619,"score_gpt":0.335287359174207,"score_spread":0.3171409919775708,"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."}}