{"id":"W3215982709","doi":"10.1097/dcr.0000000000002185","title":"From Formation to Closure: Aggregate Morbidity and Mortality Associated With Defunctioning Loop Ileostomies","year":2021,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Stoma care and complications","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Western University","funders":"","keywords":"Abdominal surgery; Ileostomy; Colorectal surgery; Incisional hernia; Colonic Pseudo-Obstruction","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":[0.0005540887,0.000173669,0.0002811513,0.000706975,0.0004021742,0.0007157329,0.0003311318,0.0002454511,0.001276141],"category_scores_gemma":[0.004109397,0.0001572925,0.0004737749,0.0006966846,0.0004063228,0.0004901497,0.0005585348,0.0008563951,0.0001008332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141195,"about_ca_system_score_gemma":0.0009859834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006549955,"about_ca_topic_score_gemma":0.0140139,"domain_scores_codex":[0.9993618,0.00007750711,0.00009093852,0.00008606314,0.0002107121,0.000172972],"domain_scores_gemma":[0.9937959,0.000713754,0.003939462,0.0001706092,0.000423204,0.0009570917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003543786,0.00000786135,0.9990863,0.000004752148,0.000009951486,0.00006385424,0.0000186039,0.00002021795,0.00002993884,0.000005716806,0.00004751824,0.0006699574],"study_design_scores_gemma":[0.00000187302,0.000050172,0.9991187,0.000007759183,0.00001001464,0.0005093854,0.00008967066,0.00008574389,0.00002839084,0.00001566465,0.00008035151,0.000002148824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987962,0.0004568672,0.00007631002,0.00009988169,0.000005756302,0.000007274837,0.0002001344,0.000004238324,0.0003532678],"genre_scores_gemma":[0.9995543,0.000101904,0.00003646389,0.00001320418,0.00001309655,0.000002621294,0.0002359978,7.799732e-7,0.00004151689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006549955,"threshold_uncertainty_score":0.01302367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02264889151232429,"score_gpt":0.2713263950797365,"score_spread":0.2486775035674123,"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."}}