{"id":"W2790175681","doi":"10.1093/jac/dkx532","title":"Impact of the ST101 clone on fatality among patients with colistin-resistant Klebsiella pneumoniae infection","year":2017,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Koç Üniversitesi; Türkiye Bilimler Akademisi","keywords":"Klebsiella pneumoniae; Colistin; Microbiology; clone (Java method); Medicine; Klebsiella; Biology; Enterobacteriaceae; Virology; Antibiotics; Escherichia coli","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000196147,0.000181458,0.0002799874,0.00003388803,0.0001878397,0.00007683087,0.000409793,0.0001245886,0.00001523824],"category_scores_gemma":[0.00008284907,0.0001079821,0.0002809429,0.00004538594,0.0003244611,0.00001782555,0.00004716844,0.0001584448,6.367358e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005257339,"about_ca_system_score_gemma":0.000135186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001260905,"about_ca_topic_score_gemma":0.00005797053,"domain_scores_codex":[0.9990267,0.00005895349,0.000366514,0.0001640485,0.00020495,0.0001788854],"domain_scores_gemma":[0.9977014,0.000009849954,0.001329679,0.0005789718,0.00032367,0.00005639938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00132314,0.0002004557,0.5718899,0.00001179008,0.0001331244,0.000001216871,0.0000147522,0.00003123845,0.4251376,0.00000164085,0.00108429,0.0001708404],"study_design_scores_gemma":[0.001486072,0.0007826604,0.7872521,0.0001240366,0.00002078918,0.000006305362,0.000001780046,8.782798e-7,0.2098894,0.000004203367,0.0003293115,0.0001024379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991184,0.000008019846,0.00008004714,0.000114414,0.0002539369,0.0001739167,0.00004415922,0.00000209007,0.0002050238],"genre_scores_gemma":[0.9993902,0.0001028627,0.0001177431,0.00007775595,0.0001806035,2.393462e-7,0.000006815726,0.00002604851,0.000097695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2153622,"threshold_uncertainty_score":0.4403381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007011337050777128,"score_gpt":0.2595438124637316,"score_spread":0.2525324754129545,"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."}}