{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003048186,0.00009700761,0.0001226357,0.00006556534,0.00004837401,0.00002761628,0.00004042306,0.00005806853,0.000004899022],"category_scores_gemma":[0.0009055671,0.00009561908,0.00004901292,0.0002302326,0.000110118,0.00002150312,0.0000842129,0.000109239,9.875482e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003348074,"about_ca_system_score_gemma":0.0001807193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001367786,"about_ca_topic_score_gemma":0.0007830865,"domain_scores_codex":[0.9989385,0.0001665629,0.0002797249,0.0003485451,0.0001616711,0.0001049806],"domain_scores_gemma":[0.9994705,0.00008944962,0.00006562875,0.00009599945,0.0002375341,0.00004083893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005674984,0.0005336702,0.9824394,0.0001858312,0.00009055115,0.00000523866,0.0003331424,0.00003180715,0.01522621,0.0001083858,0.0003085889,0.0001696621],"study_design_scores_gemma":[0.001397396,0.0002243147,0.9957507,0.0001453199,0.00001785284,2.404037e-7,0.00006079861,0.0004117955,0.001695397,0.00008673426,0.0001161767,0.00009331092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980713,0.0003476137,0.000185735,0.0001264434,0.0001468515,0.0009988064,0.00002787791,0.00001406097,0.00008134975],"genre_scores_gemma":[0.9988171,0.0002927188,0.0003010157,0.00002527574,0.0001237081,0.0002247219,0.00006345969,0.00001133795,0.0001406511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01353082,"threshold_uncertainty_score":0.3899233,"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."}}