{"id":"W2137351193","doi":"10.1093/jac/dkm212","title":"Adequacy of empirical antifungal therapy and effect on outcome among patients with invasive Candida species infections","year":2007,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":230,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Odds ratio; Medicine; Internal medicine; Intensive care unit; Confidence interval; Candida glabrata; Population; Fungemia; Logistic regression; Candida albicans; Mortality rate; Mycosis; Intensive care medicine; Surgery; Antifungal; Biology; 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":[0.002013071,0.0002252722,0.0003874576,0.0003888167,0.000157018,0.0004840031,0.0002262514,0.0003635573,0.0007292542],"category_scores_gemma":[0.01894919,0.0001004803,0.0004287419,0.0002947857,0.0003271717,0.0004600462,0.000433783,0.0006804236,0.0001115308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000173423,"about_ca_system_score_gemma":0.0002119019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000511159,"about_ca_topic_score_gemma":0.0005492773,"domain_scores_codex":[0.9985045,0.0007902123,0.0001695173,0.0001207779,0.0002895546,0.0001254559],"domain_scores_gemma":[0.984265,0.007424984,0.005912683,0.0004986572,0.0007671294,0.001131594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007266275,0.00007183713,0.9947307,0.00002383806,0.00008216727,0.00008683528,0.00003908695,0.00008946519,0.0001285377,0.0000086702,0.0000587372,0.003953422],"study_design_scores_gemma":[0.00001983627,0.0005765167,0.9983229,0.00002749194,0.00006629569,0.0004250739,0.00005197299,0.0003216687,0.00009234578,0.00002078455,0.00007098821,0.000004080378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983335,0.001142798,0.00008473674,0.0000952918,0.000008487264,0.000004478723,0.00005416504,0.000003368398,0.0002732361],"genre_scores_gemma":[0.9996679,0.0001644344,0.00004896632,0.00001481868,0.00001631514,0.000002055438,0.00006309433,0.000001019525,0.00002148614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002013071,"threshold_uncertainty_score":0.01064628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903725633358398,"score_gpt":0.296611865525724,"score_spread":0.2775746091921401,"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."}}