{"id":"W2919772723","doi":"10.1016/j.cmi.2019.02.027","title":"The association of adequate empirical treatment and time to recovery from bacteraemic urinary tract infections: a retrospective cohort study","year":2019,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Internal medicine; Retrospective cohort study; Propensity score matching; Proportional hazards model; Urinary system; Clinical endpoint; Bacteremia; Cohort study; Pyuria; Surgery; Antibiotics; Clinical trial","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001334478,0.0004213945,0.000582943,0.0007593275,0.0007834369,0.001379926,0.0007320598,0.0009965379,0.00256139],"category_scores_gemma":[0.004417089,0.0007419929,0.001263758,0.001242804,0.0006099415,0.001223283,0.00072768,0.001453769,0.0003605799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004234114,"about_ca_system_score_gemma":0.0006657882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005287417,"about_ca_topic_score_gemma":0.004174756,"domain_scores_codex":[0.9985881,0.0003336372,0.0001976081,0.0004356039,0.0001593218,0.0002856668],"domain_scores_gemma":[0.9956515,0.0006940129,0.001988426,0.0007121645,0.0003172201,0.0006365782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003864199,0.00006470658,0.9985356,0.000007892525,0.0001900372,0.00009671733,0.00007074035,0.00002141735,0.0001728504,0.0000248153,0.00005551012,0.0003733101],"study_design_scores_gemma":[0.00002277708,0.0003868916,0.9980817,0.000009705474,0.0001149576,0.0005493879,0.0003876964,0.0001838509,0.0000477995,0.00003567158,0.0001680275,0.00001167904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998971,0.0003563724,0.0001203496,0.00003174203,0.00001475476,0.000007672523,0.0002570084,0.000002799711,0.0002383206],"genre_scores_gemma":[0.9994267,0.0001183855,0.00006480949,0.00002551559,0.00001287166,0.000006893261,0.0002188979,0.000003796752,0.0001221647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005287417,"threshold_uncertainty_score":0.01051325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02119961496667968,"score_gpt":0.3314582114048801,"score_spread":0.3102585964382005,"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."}}