{"id":"W2196024736","doi":"10.1016/j.jhin.2015.10.001","title":"Impact of infection with extended-spectrum β-lactamase-producing Escherichia coli or Klebsiella species on outcome and hospitalization costs","year":2015,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":103,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Medicine; Klebsiella pneumoniae; Infection control; Retrospective cohort study; Antimicrobial; Internal medicine; Emergency medicine; Klebsiella; Intensive care medicine; Escherichia coli; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008956054,0.0004175145,0.0005347662,0.0005182862,0.0005535833,0.001262051,0.000637728,0.0008293577,0.005749066],"category_scores_gemma":[0.005472673,0.0001761573,0.002356938,0.0006845457,0.0003576311,0.0007610592,0.000927297,0.001857483,0.0003244269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001613324,"about_ca_system_score_gemma":0.001741626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01031768,"about_ca_topic_score_gemma":0.01211313,"domain_scores_codex":[0.9985746,0.0003452283,0.0001115232,0.0001090576,0.0001640318,0.0006955315],"domain_scores_gemma":[0.9953158,0.0009593996,0.001372707,0.0001910036,0.0004564862,0.001704739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002348647,0.0004119966,0.9884768,0.00005808527,0.0008019265,0.0003652817,0.00004084031,0.0005275881,0.0002195237,0.0001773332,0.0005783358,0.005993627],"study_design_scores_gemma":[0.00002568093,0.0004539489,0.9979485,0.00002909501,0.0002489842,0.0002320833,0.000204903,0.0003926924,0.00005372531,0.0001608882,0.0002382936,0.00001138601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944801,0.001557038,0.00006478577,0.0005600174,0.00007499136,0.000008558587,0.0007635916,0.000004983085,0.002485839],"genre_scores_gemma":[0.9989541,0.0002847647,0.00002631673,0.0000618843,0.00004258554,0.000002667713,0.0003753956,0.000002791112,0.0002494515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01031768,"threshold_uncertainty_score":0.02051526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160282059007579,"score_gpt":0.2843401707321003,"score_spread":0.2683119648313423,"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."}}