{"id":"W2789954285","doi":"10.1093/jcag/gwy008.089","title":"A88 A PROSPECTIVE STUDY OF MECHANISMS OF INTESTINAL INFLAMMATION AFTER ILEAL RESECTION IN CROHN’S DISEASE: PRELIMINARY ANALYSIS OF PHENOTYPIC PREDICTORS OF ENDOSCOPIC RECURRENCE","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Endoscopy; Gastroenterology; Internal medicine; Crohn's disease; Prospective cohort study; Ileum; Disease; Referral; Anastomosis; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001098688,0.000344184,0.0003773196,0.0005439509,0.0004833477,0.0005835362,0.0002490883,0.0004561931,0.001952922],"category_scores_gemma":[0.00249424,0.00031581,0.0004362263,0.0005578753,0.0002571758,0.0004311917,0.0004227671,0.0004804872,0.0005138399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001244442,"about_ca_system_score_gemma":0.0002194992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000505195,"about_ca_topic_score_gemma":0.0005299056,"domain_scores_codex":[0.9993369,0.0002853586,0.00007024939,0.0001157291,0.0001029636,0.00008876086],"domain_scores_gemma":[0.9986192,0.0003378633,0.000389299,0.0001521354,0.0001537381,0.0003478901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00129053,0.0001581339,0.995568,0.00001392524,0.0000392752,0.0002234305,0.00009338848,0.00001802272,0.00141509,0.00001174567,0.00003529895,0.001133276],"study_design_scores_gemma":[0.00003340429,0.00128734,0.9975963,0.000003075618,0.00002653953,0.0005450089,0.0001009468,0.00008455216,0.0001674602,0.000009029852,0.0001426945,0.000003569362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999568,0.0001048405,0.0000642248,0.00001312638,0.000003255063,0.00001299077,0.00008655886,0.000001164174,0.0001457987],"genre_scores_gemma":[0.9994363,0.00004385259,0.0001066309,0.00001491564,0.0000120437,0.00001997561,0.000198131,0.000001327843,0.0001668154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001952922,"threshold_uncertainty_score":0.006533146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006897198402938131,"score_gpt":0.2462343089351256,"score_spread":0.2393371105321875,"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."}}