{"id":"W2077238491","doi":"10.1111/j.1572-0241.2007.01780.x","title":"A National Survey of the Prevalence and Impact of Clostridium difficile Infection Among Hospitalized Inflammatory Bowel Disease Patients","year":2008,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":402,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Calgary; University of Toronto","funders":"","keywords":"Medicine; Clostridium difficile; Internal medicine; Inflammatory bowel disease; Odds ratio; Incidence (geometry); Ulcerative colitis; Confidence interval; Gastroenterology; Population; Disease; Antibiotics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006154273,0.0001533681,0.0005019172,0.0001752583,0.00008175229,0.000004533639,0.0002254691,0.00002821331,0.00002822437],"category_scores_gemma":[0.0008441092,0.00008557466,0.0002872497,0.0002670452,0.001620649,0.00006973894,0.0001243109,0.0003420918,5.952323e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001253639,"about_ca_system_score_gemma":0.0004267787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004465824,"about_ca_topic_score_gemma":0.00002536059,"domain_scores_codex":[0.9977562,0.0005615454,0.0006272928,0.0001338354,0.0006647956,0.000256291],"domain_scores_gemma":[0.9972208,0.0001949674,0.001122695,0.0002529613,0.001028926,0.0001797155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01180341,0.0004009405,0.9856937,0.00005757758,0.0002163593,0.000007673945,0.0001185901,0.0001222992,0.00118995,7.523901e-7,0.000316233,0.00007254992],"study_design_scores_gemma":[0.001873224,0.007450206,0.989385,0.00008880939,0.0001066808,0.0001306862,0.00001078781,0.0001214084,0.0007834695,0.000005981091,0.000001903533,0.00004184902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992625,0.00007693726,0.000009658048,0.0002025707,0.00007761323,0.0002565301,0.00009891525,0.000003609826,0.00001165703],"genre_scores_gemma":[0.9993067,0.0005386677,0.000008365509,0.00004380004,0.0000615371,0.000003854479,0.000005092988,0.00001400766,0.00001798114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009930184,"threshold_uncertainty_score":0.5971348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565226064375726,"score_gpt":0.2837702189569228,"score_spread":0.2681179583131655,"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."}}