{"id":"W3165747682","doi":"10.1053/j.gastro.2021.04.022","title":"AGA Clinical Practice Guidelines on the Medical Management of Moderate to Severe Luminal and Perianal Fistulizing Crohn’s Disease","year":2021,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":385,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Ferring Pharmaceuticals; Takeda Canada; Merck Canada; AbbVie; Celgene","keywords":"Crohn's disease; Medicine; Disease; Clinical Practice; General surgery; Internal medicine; Physical therapy","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":[0.0050611,0.001230606,0.002475037,0.00403483,0.001395527,0.002481277,0.002531583,0.007119335,0.006258124],"category_scores_gemma":[0.02087854,0.0006857335,0.002751937,0.002414415,0.001379974,0.001100707,0.001807377,0.008031144,0.004318047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002189729,"about_ca_system_score_gemma":0.006654445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01423386,"about_ca_topic_score_gemma":0.02564753,"domain_scores_codex":[0.9935942,0.002546483,0.001734521,0.0002478972,0.001481687,0.0003952932],"domain_scores_gemma":[0.9819734,0.005920142,0.002454245,0.00031491,0.007762279,0.001575031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003129177,0.0004488328,0.00525175,0.003312247,0.0002790627,0.001337322,0.0004080866,0.001728288,0.001094224,0.006856972,0.7140849,0.2648855],"study_design_scores_gemma":[0.0008063743,0.0003341676,0.02550121,0.03805469,0.0006080932,0.005860953,0.0007577956,0.001804189,0.0006775888,0.01713461,0.9082672,0.000193096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008693014,0.3467258,0.0292768,0.4213439,0.02437739,0.002060587,0.005448799,0.001477073,0.1605967],"genre_scores_gemma":[0.09625581,0.3795659,0.2157265,0.2072114,0.03001139,0.007796335,0.01915681,0.000653768,0.04362217],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01423386,"threshold_uncertainty_score":0.02830201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02713200731186908,"score_gpt":0.3361775827473032,"score_spread":0.3090455754354341,"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."}}