{"id":"W4391187697","doi":"10.1007/s15010-023-02163-z","title":"Clinical presentation and antimicrobial resistance of invasive Escherichia coli disease in hospitalized older adults: a prospective multinational observational study","year":2024,"lang":"en","type":"article","venue":"Infection","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"Janssen Research and Development; Universitair Medisch Centrum Utrecht; National Institute of Allergy and Infectious Diseases; European Commission; European Federation of Pharmaceutical Industries and Associations","keywords":"Medicine; Cefepime; Ceftriaxone; Levofloxacin; Internal medicine; Septic shock; Ciprofloxacin; SOFA score; Antibiotic resistance; Trimethoprim; Bacteremia; Prospective cohort study; Sepsis; Systemic inflammatory response syndrome; Sulfamethoxazole; Antibiotics; Intensive care medicine; Surgery; Microbiology; Imipenem; Biology","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":[0.001925036,0.0004466986,0.0006029955,0.0007739648,0.0004419216,0.0008141501,0.0006345502,0.000613295,0.0008274],"category_scores_gemma":[0.003249205,0.0004226934,0.0006477328,0.00139779,0.0003157956,0.0007991277,0.001023037,0.0007302774,0.000223413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000421131,"about_ca_system_score_gemma":0.00042527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003782114,"about_ca_topic_score_gemma":0.004427365,"domain_scores_codex":[0.9989401,0.0003200145,0.0001953156,0.0002438828,0.0001753641,0.0001253479],"domain_scores_gemma":[0.9961975,0.0004147603,0.002233007,0.0003392105,0.0002741873,0.0005413739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000752397,0.00003020075,0.9995153,0.000008305128,0.00003449498,0.00002394059,0.00003046425,0.000007665291,0.00005339712,0.0000022786,0.00003558864,0.0001830271],"study_design_scores_gemma":[0.00001475253,0.0001530201,0.9993338,0.00001028355,0.00003393621,0.0001480496,0.0001296238,0.00007424597,0.00001421763,0.000005347157,0.00007999328,0.000002796973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990454,0.00017212,0.00004585243,0.00002646684,0.000003559565,0.00001503007,0.0005749415,0.000001727312,0.0001147827],"genre_scores_gemma":[0.9988219,0.000135008,0.00008998757,0.0000622845,0.00001281333,0.00003016469,0.0008066935,0.00000173863,0.00003924845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003782114,"threshold_uncertainty_score":0.01018071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0240103853684933,"score_gpt":0.3528573942029656,"score_spread":0.3288470088344723,"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."}}