{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005867142,0.0001344673,0.0001545356,0.00001803702,0.00006803945,0.00001700937,0.000185456,0.00007523672,0.00007769565],"category_scores_gemma":[0.001142506,0.0001082172,0.00009404225,0.00002778409,0.0001364536,0.000004022143,0.0003809714,0.0001167215,0.000008993959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007423861,"about_ca_system_score_gemma":0.00009217281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001690608,"about_ca_topic_score_gemma":0.00003099559,"domain_scores_codex":[0.9983581,0.0003412505,0.0004244252,0.0003968192,0.0002325461,0.0002468616],"domain_scores_gemma":[0.9989055,0.00003104265,0.00009893104,0.0003958662,0.000280121,0.0002884865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1271814,0.003869245,0.4282206,0.00101708,0.005071508,0.07966745,0.0003912075,0.003045056,0.006058371,0.009599694,0.3089631,0.02691531],"study_design_scores_gemma":[0.002529804,0.0005920187,0.9619662,0.000138237,0.0002629524,0.0003810474,0.0005821314,0.0007760557,0.0001937865,0.0001031893,0.03226734,0.0002072593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809648,0.00009305796,0.0009109822,0.01725561,0.0002219949,0.000155107,0.00002974321,0.000005565393,0.0003630834],"genre_scores_gemma":[0.9685347,0.0002308637,0.003200581,0.02732011,0.0003704921,0.00003835758,0.00004440561,0.00001686775,0.0002435854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5337455,"threshold_uncertainty_score":0.4412969,"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."}}