{"id":"W2154332759","doi":"10.1016/j.ijid.2015.06.024","title":"Nosocomial Gram-negative bacteremia in intensive care: epidemiology, antimicrobial susceptibilities, and outcomes","year":2015,"lang":"en","type":"article","venue":"International Journal of Infectious Diseases","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Faculty of Medicine and Dentistry, University of Alberta; University of Alberta","keywords":"Bacteremia; Gram; Medicine; Epidemiology; Antimicrobial; Intensive care medicine; Gram-negative bacteria; Gram-negative bacterial infections; Microbiology; Internal medicine; Antibiotics; Biology; Bacteria","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003491236,0.0002111737,0.0006442939,0.0005603011,0.00003929621,0.00003913417,0.0001568228,0.0001245092,0.00004697011],"category_scores_gemma":[0.01163328,0.0001744676,0.0002500745,0.0001370462,0.0003509089,0.0003003381,0.0001105897,0.0004568209,0.00001124802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009445216,"about_ca_system_score_gemma":0.0004922234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005603866,"about_ca_topic_score_gemma":0.0002539706,"domain_scores_codex":[0.9982448,0.0002278152,0.0008095654,0.0002112944,0.0002876293,0.000218913],"domain_scores_gemma":[0.9948285,0.0009100272,0.0004622981,0.0001387421,0.003355215,0.0003052276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000690556,0.0002361418,0.9879678,0.00002224636,0.000355112,0.0002113765,0.001189366,0.00009278323,0.0003952318,0.000295906,0.006810996,0.001732434],"study_design_scores_gemma":[0.01161858,0.001175691,0.970002,0.0004444573,0.0002656757,0.002912888,0.004114389,0.00001210506,0.001397989,0.005765296,0.001978705,0.0003122401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932381,0.000409381,0.0001401335,0.00226584,0.002823767,0.0002631983,0.00006288147,0.00003495655,0.0007617762],"genre_scores_gemma":[0.9959953,0.0001967458,0.0004350099,0.002511973,0.0007732753,0.00000838784,0.00002035234,0.00002090345,0.00003803657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01796586,"threshold_uncertainty_score":0.9966922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03218881098696481,"score_gpt":0.3548201747864957,"score_spread":0.3226313637995309,"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."}}