{"id":"W2922388823","doi":"10.1093/jcag/gwz006.159","title":"A160 CLOSTRIDIUM DIFFICILE AFTER LAPARASCOPIC BARIATRIC SURGERY: AN ANALYSIS OF THE METABOLIC AND BARIATRIC SURGERY ACCREDITATION AND QUALITY IMPROVEMENT PROGRAM","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Clostridium difficile; Sleeve gastrectomy; Incidence (geometry); Body mass index; Surgery; Obesity; Cohort; Logistic regression; Overweight; Weight loss; Gastric bypass; Internal medicine","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":[0.001709165,0.0003067389,0.0004584318,0.001528771,0.0007404117,0.0008193389,0.0005169713,0.0004867952,0.00117643],"category_scores_gemma":[0.005384131,0.0002699304,0.001160293,0.003873679,0.0002374149,0.0006182675,0.001188169,0.0008734917,0.0002095256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057782,"about_ca_system_score_gemma":0.001703407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04207369,"about_ca_topic_score_gemma":0.04312202,"domain_scores_codex":[0.9978745,0.0004261954,0.0003407898,0.0003682922,0.0006248597,0.0003653381],"domain_scores_gemma":[0.9953128,0.0006090215,0.002293546,0.0002291031,0.0009261798,0.0006293473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004001607,0.00002198269,0.9991867,0.000006621439,0.00003752052,0.00001832733,0.00002642243,0.00002817198,0.00002213918,0.000006482324,0.00009845974,0.0005071066],"study_design_scores_gemma":[0.000003163057,0.00004476646,0.9993873,0.000007035339,0.00001858044,0.0000305392,0.0001228133,0.0002805848,0.00001090045,0.000004880981,0.00008748873,0.000001967256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973574,0.0001839015,0.0001424246,0.00008858708,0.000008109047,0.00002946575,0.00190276,0.000004574313,0.0002826774],"genre_scores_gemma":[0.9971993,0.0001290401,0.0001706328,0.00005590271,0.00001095877,0.00003236626,0.002249251,0.000004244456,0.0001483627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04207369,"threshold_uncertainty_score":0.08365762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222373221452534,"score_gpt":0.2548895339982851,"score_spread":0.2426658017837597,"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."}}