{"id":"W4412816034","doi":"10.18280/ijdne.200604","title":"Molecular Epidemiology and Antimicrobial Resistance of ESBL- and Carbapenemase-Producing Uropathogenic E. coli and K. pneumoniae in Community-Acquired UTIs in Baghdad, Iraq","year":2025,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Baghdad","keywords":"Microbiology; Antimicrobial; Antibiotic resistance; Epidemiology; Klebsiella pneumoniae; Molecular epidemiology; Virology; Medicine; Biology; Antibiotics; Escherichia coli; Genotype; Gene; Internal medicine; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000561009,0.0005470148,0.000399783,0.001775714,0.0005230972,0.0007385598,0.0005149858,0.0006797921,0.000985241],"category_scores_gemma":[0.001311645,0.0004289739,0.0002897418,0.001793666,0.000748576,0.0004571057,0.0004554294,0.0003896446,0.0002437192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006481011,"about_ca_system_score_gemma":0.0006630591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01306773,"about_ca_topic_score_gemma":0.01023689,"domain_scores_codex":[0.998995,0.0002048382,0.00009603539,0.0002163982,0.0002541891,0.000233626],"domain_scores_gemma":[0.9987267,0.0001674573,0.0006182411,0.00005279014,0.0002945097,0.0001402626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000083056,0.00009522308,0.9862121,0.00006014443,0.00006275497,0.0004544581,0.0008673994,0.0001263029,0.006851366,0.00003639163,0.0001197454,0.005031015],"study_design_scores_gemma":[0.000004707889,0.0001048181,0.9978422,0.00001115932,0.00001321245,0.000844722,0.0006504117,0.00007125137,0.0001966749,0.000007724809,0.0002475488,0.000005583116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991946,0.0003918839,0.0001074786,0.00004288499,0.00000527941,0.00000922329,0.0001097458,0.000002726878,0.0001362891],"genre_scores_gemma":[0.9991254,0.0002941074,0.0001830634,0.00005435943,0.00001319711,0.000008092926,0.0001934787,0.000001609846,0.0001266728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01306773,"threshold_uncertainty_score":0.02598333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401402920547452,"score_gpt":0.2915261953174622,"score_spread":0.2775121661119876,"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."}}