{"id":"W4406149822","doi":"10.1093/ecco-jcc/jjaf002","title":"Diagnosing Crohn’s disease in presumed cryptoglandular perianal fistulas: an expert Delphi consensus on early identification of patients at risk of Crohn’s disease in perianal fistulas (PREFAB)","year":2025,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Anorectal Disease Treatments and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Université de Montréal","funders":"KU Leuven; Ottawa Hospital Research Institute; Universiteit van Amsterdam; University of Chicago Medicine; St Vincent's Hospital Melbourne; Humanitas Research Hospital; Imperial College London; Amsterdam University Medical Centers; Cedars-Sinai Medical Center; Washington University School of Medicine in St. Louis; Pontificia Universidade Católica do Paraná; Aarhus Universitet; Humanitas University; University of Ottawa; University of New South Wales; Aarhus Universitetshospital; Universiteit Gent; Norges Teknisk-Naturvitenskapelige Universitet; Cleveland Clinic","keywords":"Medicine; Crohn's disease; Disease; Infliximab; Crohn disease; Surgery; Internal medicine","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":[0.1449451,0.0008768314,0.0008895734,0.002203305,0.002955359,0.002091597,0.001687653,0.00249562,0.002884479],"category_scores_gemma":[0.09479635,0.0007837442,0.001833657,0.00087299,0.003800365,0.002776129,0.01241857,0.002869859,0.0006287489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003343744,"about_ca_system_score_gemma":0.01214492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001491527,"about_ca_topic_score_gemma":0.001413756,"domain_scores_codex":[0.8640249,0.1159463,0.007082314,0.002199259,0.004621983,0.006125311],"domain_scores_gemma":[0.9317865,0.04357482,0.004102016,0.002260718,0.01439801,0.003878019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.004303406,0.001267701,0.06960593,0.01115596,0.0006400998,0.003895068,0.5325543,0.004790979,0.01724202,0.01569796,0.02873464,0.310112],"study_design_scores_gemma":[0.00140394,0.006190613,0.082419,0.02221665,0.0007512225,0.007918092,0.6788877,0.0194608,0.008665613,0.04324898,0.1277319,0.001105502],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8596686,0.003477524,0.04656259,0.03353578,0.001056716,0.02581036,0.0003898486,0.0001033089,0.02939525],"genre_scores_gemma":[0.9515855,0.001360741,0.03359218,0.004024339,0.0001292315,0.008353002,0.0001410965,0.00001816709,0.0007957559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1449451,"threshold_uncertainty_score":0.7665523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154017560190325,"score_gpt":0.2814489916657177,"score_spread":0.2699088160638144,"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."}}