{"id":"W2126398097","doi":"10.1016/j.cgh.2011.07.016","title":"Postoperative Complications and Mortality Following Colectomy for Ulcerative Colitis","year":2011,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":181,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates; Alberta Heritage Foundation for Medical Research; Fondation pour la Recherche Médicale","keywords":"Medicine; Colectomy; Ulcerative colitis; Odds ratio; Confidence interval; Population; Complication; Surgery; Diagnosis code; Comorbidity; Logistic regression; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003024956,0.0001439172,0.0002736572,0.00002406279,0.0001615217,0.000007215839,0.00009576332,0.0002191825,0.00001189768],"category_scores_gemma":[0.0001504458,0.0001428142,0.0001153546,0.0000135963,0.0006184911,0.000005776088,0.0001139435,0.0001170896,0.000002843178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005009584,"about_ca_system_score_gemma":0.00005403721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001077194,"about_ca_topic_score_gemma":0.001013879,"domain_scores_codex":[0.9985436,0.0003288944,0.0003622059,0.0004619454,0.00002688613,0.00027643],"domain_scores_gemma":[0.9993745,0.00006696666,0.00009612868,0.0002122464,0.0000871994,0.0001629697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001488258,0.0001127336,0.9945576,0.000007800202,0.000218457,0.00002726507,0.00007630233,1.046617e-7,0.0001983587,0.00250472,0.000606371,0.0002020442],"study_design_scores_gemma":[0.001802311,0.001209446,0.9942241,0.000003667264,0.00007752265,0.00004598609,0.00005521262,0.00008374819,0.00008531926,0.0008242042,0.001496744,0.00009173364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954543,0.00004853547,0.002876789,0.0003575784,0.0001918279,0.0004191515,0.00006891011,0.00001297397,0.0005699451],"genre_scores_gemma":[0.9925992,0.00005108892,0.001521009,0.005476266,0.00004499273,0.0001732634,0.00008348205,0.00001213709,0.00003857569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005118688,"threshold_uncertainty_score":0.5823795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04946549821331998,"score_gpt":0.3418015026883774,"score_spread":0.2923360044750574,"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."}}