{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001740225,0.0001440822,0.0003504302,0.0003307009,0.00003552956,0.000005513458,0.00004832016,0.00008938323,0.00009828081],"category_scores_gemma":[0.005173135,0.0001178952,0.00005674332,0.0001814045,0.0001985296,0.00007349069,0.00001180807,0.00008826902,0.00001023521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023598,"about_ca_system_score_gemma":0.0003873901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02800734,"about_ca_topic_score_gemma":0.02982158,"domain_scores_codex":[0.9987589,0.00003559581,0.000421917,0.0002230072,0.0002002412,0.0003603864],"domain_scores_gemma":[0.9965989,0.0001559608,0.00002369068,0.0002228461,0.002455857,0.0005427354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002202448,0.008123612,0.8740704,0.003851876,0.0001875093,0.000562579,0.008469934,0.00001892255,0.002582193,0.03186742,0.03753401,0.0305291],"study_design_scores_gemma":[0.05467948,0.08561835,0.507609,0.002592894,0.002493429,0.0001816475,0.01535067,0.0005648784,0.007914172,0.001037668,0.3208052,0.001152604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9310644,0.0002131821,0.000873741,0.04259507,0.001042562,0.001783899,0.0001067185,0.00005043206,0.02227003],"genre_scores_gemma":[0.995755,0.000006866839,0.001043249,0.002467108,0.0002308951,0.00005983152,0.0003177947,0.000019123,0.0001001611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3664614,"threshold_uncertainty_score":0.9878817,"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."}}