{"id":"W3113721133","doi":"10.3390/idr13010003","title":"Prevalence of Clostridioides difficile Infection in Critically Ill Patients with Extreme Leukocytosis and Diarrhea","year":2021,"lang":"en","type":"article","venue":"Infectious Disease Reports","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of British Columbia; University of Toronto","funders":"","keywords":"Leukocytosis; Medicine; Clostridioides; Diarrhea; Clostridium difficile; Internal medicine; Intensive care unit; Sepsis; Intensive care medicine; Antibiotics; Microbiology","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":[0.0004902044,0.0001816189,0.0003229333,0.000982517,0.0003339337,0.0005300979,0.0002137479,0.0003472687,0.001420891],"category_scores_gemma":[0.002953046,0.000210801,0.0001890846,0.0006383169,0.0003011574,0.0004203742,0.0004860462,0.00044879,0.0001907966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001802467,"about_ca_system_score_gemma":0.0002192511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001443317,"about_ca_topic_score_gemma":0.001477485,"domain_scores_codex":[0.9995384,0.0001234663,0.00008477794,0.00007687802,0.00009722583,0.00007925781],"domain_scores_gemma":[0.998,0.00035439,0.0009887909,0.00007866749,0.0001369785,0.0004412773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004222068,0.00000768425,0.9992879,0.000002574275,0.000005903305,0.0001159187,0.00002639312,0.000009289622,0.0001372121,0.000005508314,0.00002479584,0.0003345811],"study_design_scores_gemma":[0.000003579393,0.00006926832,0.9985119,0.000006278281,0.000007591015,0.001052671,0.0001469316,0.00006685578,0.00005079226,0.00001104355,0.00007011124,0.000003058177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994388,0.0001707798,0.00002804865,0.00003910888,0.000003255179,0.000002774366,0.00006594946,0.000001733728,0.0002494415],"genre_scores_gemma":[0.9997714,0.00005996263,0.0000377573,0.00001981726,0.00001006517,0.00000227798,0.00006947014,5.358176e-7,0.00002875217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001443317,"threshold_uncertainty_score":0.004753351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496879500635772,"score_gpt":0.2631195087335114,"score_spread":0.2481507137271536,"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."}}