{"id":"W2343435145","doi":"10.1001/jamainternmed.2016.0177","title":"Effect of Detecting and Isolating <i>Clostridium difficile</i> Carriers at Hospital Admission on the Incidence of <i>C difficile</i> Infections","year":2016,"lang":"en","type":"article","venue":"JAMA Internal Medicine","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":213,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université Laval; Centre hospitalier universitaire de Québec; Institut National de Santé Publique du Québec; Institut Universitaire de Cardiologie et de Pneumologie de Québec; Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Clostridium difficile; Incidence (geometry); C difficile; Clostridium Infections; Cross infection; Intensive care medicine; Emergency medicine; Internal medicine; Microbiology; Antibiotics","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":[0.002262322,0.0005621194,0.000458748,0.0002363045,0.0007542605,0.0005618693,0.0007402925,0.0009177016,0.001491104],"category_scores_gemma":[0.008937309,0.0002393215,0.0007646147,0.0002676331,0.0008563518,0.000292783,0.0003840071,0.0006889241,0.0001046264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003990028,"about_ca_system_score_gemma":0.00581114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1972085,"about_ca_topic_score_gemma":0.2086976,"domain_scores_codex":[0.9979577,0.0008150124,0.0001253906,0.0004056972,0.0002870541,0.0004091313],"domain_scores_gemma":[0.9936147,0.00250974,0.001626332,0.0003300007,0.0005316518,0.001387707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1866272,0.05875814,0.6607818,0.0009766517,0.002008669,0.0001573291,0.001255899,0.003529325,0.009051048,0.0001689679,0.00217104,0.07451386],"study_design_scores_gemma":[0.002916087,0.05714905,0.9361573,0.00005535514,0.0004357657,0.00001907253,0.000208445,0.001667213,0.001018568,0.00002911391,0.0003180975,0.00002598078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993587,0.0001293457,0.00004385006,0.00007085066,0.00001539142,0.00008137366,0.00006932264,0.000005011744,0.0002261294],"genre_scores_gemma":[0.9992241,0.00006687501,0.0002505053,0.00006920689,0.00001604434,0.00007085666,0.00009063716,0.00000134963,0.0002103243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1972085,"threshold_uncertainty_score":0.3921213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018721411054159,"score_gpt":0.282925575496883,"score_spread":0.2727383613863414,"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."}}