{"id":"W2161872635","doi":"10.1093/cid/cis305","title":"Septic Shock Attributed to Candida Infection: Importance of Empiric Therapy and Source Control","year":2012,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":462,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Septic shock; Odds ratio; Internal medicine; Mortality rate; Population; Retrospective cohort study; Logistic regression; Confidence interval; Blood culture; Intensive care medicine; Sepsis; Microbiology; Antibiotics; Biology","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":[0.0004643581,0.0001733307,0.0006311039,0.00006446763,0.00008936646,0.00001274335,0.00004063572,0.0001280217,0.000244162],"category_scores_gemma":[0.001619719,0.0001373885,0.0002599773,0.0002732404,0.0002348296,0.0001043516,0.00002946395,0.0001886958,0.00003423815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000052364,"about_ca_system_score_gemma":0.0001205714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006909033,"about_ca_topic_score_gemma":0.0001187325,"domain_scores_codex":[0.9984398,0.0001553052,0.0005916044,0.000297347,0.0001949625,0.0003209824],"domain_scores_gemma":[0.9980371,0.0005947016,0.0001512814,0.0003658974,0.0001869786,0.0006640367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000394652,0.001014643,0.98941,0.00007355605,0.0001537231,0.000003194018,0.00003707309,0.00000437055,0.0001080993,0.0000267908,0.001948239,0.006825593],"study_design_scores_gemma":[0.002471243,0.0009303518,0.9913849,0.0000493133,0.0002083648,0.000006696363,0.0000177886,0.00002824142,0.00003783428,0.00006479943,0.004661519,0.0001389861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948015,0.002708427,0.001009941,0.0002576706,0.0002445284,0.000572986,0.00003688633,0.0001113468,0.0002567471],"genre_scores_gemma":[0.9960932,0.0005488716,0.00001120622,0.002708694,0.0003739543,0.00003217504,0.00001364028,0.00002007194,0.0001982558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006686607,"threshold_uncertainty_score":0.5602539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05461195538484698,"score_gpt":0.3795311127727823,"score_spread":0.3249191573879354,"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."}}