{"id":"W4389763600","doi":"10.14309/01.ajg.0000995908.19720.68","title":"S42 Tailoring Crohn’s Disease Surveillance After Ileocolic Resection: The Importance of Inflammatory Biomarkers","year":2023,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Crohn's disease; Disease; Resection; Pathology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001422908,0.0004680942,0.0008175031,0.0009289578,0.0002080685,0.001062828,0.0002077712,0.0004603302,0.002225378],"category_scores_gemma":[0.002428168,0.0001341493,0.000401953,0.001186782,0.0002515722,0.000469309,0.0003243755,0.0003318951,0.000594559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001723844,"about_ca_system_score_gemma":0.0004114127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003281188,"about_ca_topic_score_gemma":0.0008125702,"domain_scores_codex":[0.9994065,0.0002373211,0.00009012624,0.00007559398,0.0001248159,0.00006576274],"domain_scores_gemma":[0.9978611,0.0005458607,0.0009220941,0.00006109413,0.0003163387,0.000293484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008205535,0.00008998247,0.9637457,0.0002380897,0.00009320902,0.0002975015,0.00005448174,0.0002067445,0.002015767,0.00002710318,0.0003735813,0.03203735],"study_design_scores_gemma":[0.00003561915,0.001371376,0.9912958,0.0002332888,0.0001730724,0.00190342,0.000264292,0.001102123,0.001093848,0.0001494396,0.002360594,0.00001712535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795241,0.01743061,0.0006515686,0.0004166974,0.00006723269,0.00003203645,0.0003333036,0.00001948223,0.001525017],"genre_scores_gemma":[0.994468,0.003476488,0.001070334,0.0001129037,0.0001356567,0.00001716029,0.0004256538,0.000006200758,0.0002876054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002225378,"threshold_uncertainty_score":0.007525146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006407034172545423,"score_gpt":0.237568518990134,"score_spread":0.2311614848175886,"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."}}