{"id":"W2803996263","doi":"10.1093/cid/ciy425","title":"Detection and Isolation of <i>Clostridium difficile</i> Asymptomatic Carriers During <i>Clostridium difficile</i> Infection Outbreaks: An Exploratory Study","year":2018,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital; Université Laval","funders":"","keywords":"Clostridium difficile; Asymptomatic carrier; Outbreak; Medicine; Carriage; Isolation (microbiology); Microbiology; Asymptomatic; Clostridiaceae; Clostridium; Virology; Internal medicine; Bacteria; Antibiotics; Biology; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007253275,0.0004657344,0.0004262487,0.0005340834,0.0007282898,0.0007742616,0.0003251855,0.0005420609,0.0008167941],"category_scores_gemma":[0.004902255,0.000434737,0.0003283059,0.0004573924,0.0006576925,0.0006170933,0.0004898224,0.0004517049,0.0002506021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003637936,"about_ca_system_score_gemma":0.0004102816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003874758,"about_ca_topic_score_gemma":0.00230072,"domain_scores_codex":[0.9989132,0.0003717799,0.00009258103,0.0002472319,0.0001305795,0.0002446787],"domain_scores_gemma":[0.9972836,0.001035028,0.0008205273,0.0001622909,0.0002939829,0.00040452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001008124,0.0003663081,0.9910513,0.00002736848,0.00002785478,0.0007533913,0.0009208753,0.00003889783,0.003035159,0.00001287561,0.00006242969,0.00269539],"study_design_scores_gemma":[0.00005334356,0.005092196,0.9895676,0.00001730362,0.0000640174,0.002176615,0.001324594,0.0001625228,0.001270814,0.00002081193,0.0002340353,0.00001609508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997422,0.00004272059,0.00004327168,0.000006683114,0.000001089342,0.00001066593,0.00002608276,0.000001145841,0.0001261334],"genre_scores_gemma":[0.9997566,0.0000341481,0.0000834701,0.00001924555,0.000004502095,0.000007855635,0.00005182742,0.000001266319,0.00004103872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003874758,"threshold_uncertainty_score":0.007704377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02966304903725117,"score_gpt":0.3409564474541654,"score_spread":0.3112933984169142,"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."}}