{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002074335,0.0002472022,0.0004354127,0.0002543275,0.00008165914,0.00003613663,0.00003014749,0.0001066545,0.000176801],"category_scores_gemma":[0.003308624,0.0002209552,0.0001248767,0.0005898262,0.000199703,0.0001408057,0.0000961929,0.0002787953,0.00000349613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002382634,"about_ca_system_score_gemma":0.0006880345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003483797,"about_ca_topic_score_gemma":0.0001058432,"domain_scores_codex":[0.9975248,0.0000973374,0.0006757359,0.0006190813,0.0006795416,0.0004035035],"domain_scores_gemma":[0.9967178,0.000148013,0.0001645575,0.0005412997,0.001982446,0.0004459294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003172072,0.001771046,0.9884868,0.001330271,0.00006807688,0.001999099,0.00003634332,0.00003234875,0.003317319,0.00002146465,0.00007424366,0.002545776],"study_design_scores_gemma":[0.001523757,0.0004146307,0.9608224,0.0006054165,0.0002505127,0.000309241,0.00001416214,0.00006982535,0.03550222,0.000076938,0.0001815923,0.0002293304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968208,0.0009875183,0.00003546337,0.0002174782,0.0001019808,0.0005974586,0.00003666626,0.00007152937,0.001131085],"genre_scores_gemma":[0.9983771,0.001060577,0.00004070436,0.0001383182,0.00006633449,0.00007125197,0.00005127539,0.0000366753,0.0001577725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0321849,"threshold_uncertainty_score":0.9010291,"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."}}