{"id":"W2790827921","doi":"10.1093/jcag/gwy008.129","title":"A128 CROHN’S DISEASE DIAGNOSIS AFTER PROCTOCOLECTOMY AND ILEAL POUCH-ANAL ANASTOMOSIS FOR ULCERATIVE COLITIS: PREDICTIVE FACTORS","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Pouchitis; Ulcerative colitis; Proctocolectomy; Gastroenterology; Anastomosis; Internal medicine; Crohn's disease; Pouch; Inflammatory bowel disease; Disease; Colitis; 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":[0.0004721856,0.0003250829,0.0002816192,0.001231151,0.0006760877,0.0006122123,0.000424465,0.0005209848,0.003751477],"category_scores_gemma":[0.002585745,0.0002713276,0.0003750171,0.001013879,0.0004981575,0.0004633302,0.0004297579,0.0006484075,0.0003951442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004678993,"about_ca_system_score_gemma":0.0009253654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009254861,"about_ca_topic_score_gemma":0.01476498,"domain_scores_codex":[0.9996521,0.0000621497,0.0000369897,0.00006106799,0.00009641167,0.00009122712],"domain_scores_gemma":[0.9980232,0.0005507014,0.000637534,0.00005581162,0.0001906106,0.0005421346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004045536,0.0000135386,0.9986309,0.000006019281,0.00000479032,0.0005741962,0.00001414845,0.00000938179,0.00007754592,0.000004458218,0.00004682662,0.0005777182],"study_design_scores_gemma":[0.000005534745,0.00009922787,0.9956023,0.0000133628,0.00001738914,0.003698878,0.0001232372,0.0001388049,0.00006204957,0.000008766926,0.0002276069,0.000002883731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984345,0.0007317164,0.00005565817,0.00008147972,0.0000181436,0.00000962816,0.00009744223,0.000003376593,0.0005681106],"genre_scores_gemma":[0.9992874,0.0002321384,0.00007500342,0.00002133085,0.00004045641,0.000004747564,0.0001621907,0.00000122983,0.0001755112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009254861,"threshold_uncertainty_score":0.01840198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005164837125428079,"score_gpt":0.2224286962574254,"score_spread":0.2172638591319973,"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."}}