{"id":"W159404055","doi":"10.1155/2013/141989","title":"Duration of Antibiotic Therapy for Critically Ill Patients with Bloodstream Infections: A Retrospective Cohort Study","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Heart and Stroke Foundation of Canada","keywords":"Medicine; Critically ill; Retrospective cohort study; Antibiotics; Cohort; Intensive care medicine; Antibiotic therapy; Bloodstream infection; Cohort study; Pediatrics; Internal medicine; Microbiology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001064347,0.0001228361,0.0004369521,0.0001860171,0.00008719366,0.00001522158,0.00003613771,0.00009072824,0.0002762538],"category_scores_gemma":[0.001339103,0.00007813188,0.00009413442,0.00009864873,0.0002345085,0.00005544852,0.000004596457,0.0001092479,0.000001356602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001316506,"about_ca_system_score_gemma":0.0006772685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003752763,"about_ca_topic_score_gemma":0.003395155,"domain_scores_codex":[0.9991572,0.00005501139,0.0003550675,0.0001502464,0.00008695123,0.0001954802],"domain_scores_gemma":[0.996948,0.0001364373,0.0001619424,0.0000917453,0.002010594,0.0006512861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005380386,0.001934778,0.9935684,0.00002127419,0.0006376316,0.00002202309,0.00006353793,2.592689e-7,0.00005876906,0.00003452894,0.0007016003,0.002903445],"study_design_scores_gemma":[0.005906268,0.01191392,0.9809646,0.0001182125,0.0004060975,0.0001962248,0.000142537,0.000001866923,0.00005323879,0.00006180978,0.0001624167,0.00007279574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971135,0.0005847444,0.00003822596,0.000773519,0.0001731189,0.001211261,0.00006078287,0.000005256122,0.00003964695],"genre_scores_gemma":[0.9984035,0.0001812611,0.00003038814,0.00122513,0.0000793724,0.00003479202,0.00002965935,0.00001150954,0.000004372645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01260374,"threshold_uncertainty_score":0.5673079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007701682235664488,"score_gpt":0.2569973826088978,"score_spread":0.2492957003732333,"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."}}