{"id":"W1973189826","doi":"10.1007/dcr.0b013e31819a69aa","title":"Risk Factors for Mortality Following Emergency Colectomy for Fulminant Clostridium difficile Infection","year":2009,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; Hôpital Maisonneuve-Rosemont; Université de Sherbrooke","funders":"","keywords":"Medicine; Odds ratio; Clostridium difficile; Internal medicine; Colectomy; Confidence interval; Leukocytosis; Gastroenterology; Retrospective cohort study; Surgery; Ulcerative colitis; Microbiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002773466,0.0003090897,0.0005947517,0.0001404869,0.0004139439,0.0000220203,0.0002552493,0.0001549378,0.00007092412],"category_scores_gemma":[0.002434434,0.0002233382,0.001401727,0.0005196352,0.00007168838,0.0000716286,0.00006605726,0.0002199852,0.00000311305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002374296,"about_ca_system_score_gemma":0.0003228032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002968247,"about_ca_topic_score_gemma":0.0000564355,"domain_scores_codex":[0.9977383,0.00009862634,0.0005784596,0.000468431,0.0005335024,0.0005826823],"domain_scores_gemma":[0.9980754,0.0003510401,0.0003135958,0.0006661676,0.0003384005,0.0002554304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004906802,0.005354884,0.7854298,0.001245865,0.001429832,0.00001310629,0.0004330876,0.0002856223,0.1567392,0.0003435547,0.03323052,0.01058773],"study_design_scores_gemma":[0.003244528,0.002610157,0.5623599,0.0001634456,0.002067493,0.000002638247,0.0001333455,0.001136406,0.4237974,0.0008225181,0.003291579,0.0003705263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930847,0.0007481618,0.0002532009,0.0005209001,0.001080865,0.003240202,0.0008117707,0.00008877665,0.0001714449],"genre_scores_gemma":[0.9984973,0.0002343449,0.00003930008,0.0000395272,0.000309037,0.0002386094,0.000167467,0.00003775186,0.0004366318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2670582,"threshold_uncertainty_score":0.9107465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02821487148143725,"score_gpt":0.3355812502631633,"score_spread":0.3073663787817261,"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."}}