{"id":"W2324937410","doi":"10.1097/ccm.0000000000001393","title":"Duration of Antimicrobial Treatment for Bacteremia in Canadian Critically Ill Patients*","year":2015,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institutes of Health Research; Ministry of Health and Long Term Care; University of Calgary; Queen's University; McMaster University; The Quebec Population Health Research Network; University of Manitoba; Ottawa Hospital; Health Sciences Centre; Capital District Health Authority; Western University; University of Toronto; Université de Sherbrooke; St. Paul's Hospital; University of Alberta; University of British Columbia; Centre Hospitalier Universitaire de Sherbrooke; St. Michael's Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Bacteremia; Critically ill; Antimicrobial; Intensive care medicine; Critical illness; Antibiotics; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005906358,0.0001892832,0.0003147289,0.0006331182,0.001115826,0.0006166068,0.0005356161,0.0004372932,0.001513872],"category_scores_gemma":[0.004322703,0.0001680319,0.0005566549,0.001453578,0.0003232318,0.0003015872,0.0003675542,0.0006670582,0.00006142625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01068605,"about_ca_system_score_gemma":0.01168539,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7889155,"about_ca_topic_score_gemma":0.8570116,"domain_scores_codex":[0.9990739,0.00008540389,0.00009812984,0.0001087803,0.0003483324,0.0002854465],"domain_scores_gemma":[0.9962502,0.0003318589,0.001846528,0.00005665331,0.0006576066,0.0008572333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002789249,0.0000434482,0.9891307,0.0001171601,0.00007005395,0.0001678106,0.0002061049,0.0001633897,0.0003363998,0.00005375594,0.0008137716,0.008618444],"study_design_scores_gemma":[0.00001535517,0.00009237172,0.9982968,0.00008830065,0.00003638021,0.0002575042,0.0002959732,0.0002283453,0.00005067103,0.00001783765,0.000611,0.000009468864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911858,0.005051006,0.0001379453,0.0008502947,0.00002523764,0.00002456489,0.001299693,0.000008126237,0.00141724],"genre_scores_gemma":[0.9978936,0.001049528,0.0001970981,0.000164216,0.00002323842,0.000009287052,0.0005521225,0.000002292164,0.0001087582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2110845,"threshold_uncertainty_score":0.4246552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03394337584147359,"score_gpt":0.3298079035377851,"score_spread":0.2958645276963115,"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."}}