{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000811513,0.00009899798,0.0006579651,0.001028771,0.00002220195,0.000002362171,0.0001732616,0.00007969982,0.00007190843],"category_scores_gemma":[0.001238901,0.00008628045,0.0001679885,0.0005714005,0.000128914,0.00007686426,0.00004107562,0.000216906,1.143648e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009224318,"about_ca_system_score_gemma":0.0005298618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007278335,"about_ca_topic_score_gemma":0.3576773,"domain_scores_codex":[0.9977131,0.0004095258,0.00113125,0.0001219378,0.0004372403,0.0001869161],"domain_scores_gemma":[0.9957014,0.00009739412,0.002599052,0.0002131147,0.001276996,0.0001120257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004243437,0.0002849174,0.9892384,0.0001137833,0.0007754889,0.000006956927,0.00255497,0.0001124286,0.002552341,0.00001984928,0.00004376952,0.00005367543],"study_design_scores_gemma":[0.002134348,0.006379982,0.9873675,0.0004576399,0.001086387,0.000005271033,0.000373611,0.0001995108,0.001815775,0.0001546152,0.00000101209,0.00002433805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986827,0.00001431285,0.0001428873,0.0003416373,0.000236431,0.0004879533,0.00007396479,0.000001196111,0.00001889479],"genre_scores_gemma":[0.9996533,0.000003936921,0.0002117561,0.00001928756,0.00006019708,0.000009782663,0.000003676719,0.000006657679,0.00003143761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.350399,"threshold_uncertainty_score":0.9993323,"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."}}