{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000265637,0.000261125,0.0002452976,0.0001366684,0.00003610508,0.0000205909,0.0003023783,0.0001499833,0.00004368857],"category_scores_gemma":[0.0005311816,0.0002701253,0.0001604256,0.0001000642,0.0002527896,0.0000216716,0.0001603535,0.00009148024,0.0000398137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000653279,"about_ca_system_score_gemma":0.0004367403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001742722,"about_ca_topic_score_gemma":0.0002553884,"domain_scores_codex":[0.9980862,0.0002243774,0.0006091366,0.0003885516,0.0003387225,0.0003530361],"domain_scores_gemma":[0.9985888,0.00001946157,0.0001910181,0.0005361272,0.0002221425,0.0004424496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001187842,0.0001451318,0.9935702,0.00009231075,0.00005912237,0.0003155277,0.0001680053,0.0005342077,0.0005942491,0.0003903042,0.002850992,0.00009212713],"study_design_scores_gemma":[0.001720922,0.0000880823,0.9936365,0.00003331209,0.00003629111,0.000004237133,0.000268377,0.00005651282,0.001056152,0.0001953525,0.002613325,0.0002909745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965781,0.0002134598,0.00002459958,0.00002422788,0.0003278622,0.0004197933,0.0002674982,0.00003946969,0.002104992],"genre_scores_gemma":[0.9989097,0.00001786519,0.00004935926,0.0001328536,0.0002572019,0.0001063056,0.0001364907,0.0000402028,0.0003500575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002331566,"threshold_uncertainty_score":0.9999751,"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."}}