{"id":"W2462386238","doi":"10.1097/mib.0000000000000466","title":"Predictors of Outcome in Ulcerative Colitis","year":2015,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health; Mount Sinai Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Canadian Institutes of Health Research; Crohn's and Colitis Canada; Canadian Association of Gastroenterology","keywords":"Ulcerative colitis; Colectomy; Medicine; Internal medicine; Gastroenterology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007113575,0.0003059705,0.000267112,0.0007707032,0.0003657657,0.0005380274,0.0002986393,0.0004775051,0.002210373],"category_scores_gemma":[0.003394782,0.0001196894,0.0003092622,0.0008721315,0.0003116956,0.0003283375,0.0004029885,0.0006964606,0.0002807105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001986386,"about_ca_system_score_gemma":0.0002589009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001024837,"about_ca_topic_score_gemma":0.001078934,"domain_scores_codex":[0.9996341,0.00011166,0.00004084189,0.00006115549,0.00007183434,0.00008026695],"domain_scores_gemma":[0.9962183,0.0008480857,0.001817523,0.00009430132,0.0002315563,0.0007902495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007431756,0.0000105611,0.9989648,0.000005768381,0.00001449029,0.00004362264,0.000007871902,0.00003321035,0.00003232695,0.000004960066,0.00005245541,0.0007557265],"study_design_scores_gemma":[0.000004793335,0.00007805535,0.9991376,0.00001114557,0.00002391147,0.0003248087,0.00003982721,0.0001833852,0.00003556207,0.00004393943,0.000114457,0.000002439321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980679,0.0009461066,0.0000941114,0.0001547854,0.00001188737,0.000004933437,0.0002536584,0.000006928445,0.0004595799],"genre_scores_gemma":[0.9993887,0.0001637732,0.00006419289,0.00001230025,0.00001679448,0.000003150147,0.000289895,0.000001549621,0.00005964208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002210373,"threshold_uncertainty_score":0.007394433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325849751770931,"score_gpt":0.2556926203251298,"score_spread":0.2424341228074205,"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."}}