{"id":"W2168692582","doi":"10.1086/380640","title":"Multidrug‐Resistant<i>Escherichia coli</i>Clonal Groups Causing Community‐Acquired Pyelonephritis","year":2004,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Escherichia coli; Microbiology; Sulfamethoxazole; Trimethoprim; Urine; Medicine; Polymerase chain reaction; Urinary system; Antimicrobial; Biology; Antibiotics; Internal medicine; Gene; Genetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000586831,0.0003947607,0.0007616812,0.0002242832,0.0008125936,0.0001071033,0.0001618395,0.0002237099,0.0002966314],"category_scores_gemma":[0.001264664,0.0004046499,0.0006043354,0.0006256485,0.0006493623,0.0003023971,0.0002493068,0.0008065155,0.000286014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004804939,"about_ca_system_score_gemma":0.0003037167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000656787,"about_ca_topic_score_gemma":0.0003293426,"domain_scores_codex":[0.9969646,0.0005259009,0.001028436,0.000494694,0.000428884,0.0005574985],"domain_scores_gemma":[0.9970641,0.0008036615,0.0002695955,0.0009406657,0.0002312671,0.0006907247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001368861,0.08334471,0.8907512,0.0009926325,0.002121578,0.002352249,0.0004240848,0.001180966,0.002887771,0.004271606,0.003473757,0.006830564],"study_design_scores_gemma":[0.007808084,0.004243881,0.9751674,0.0003603021,0.0009914187,0.00008963255,0.0002055983,0.00007328247,0.0001146998,0.002445912,0.008007729,0.0004920379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887633,0.0003946803,0.001449405,0.0008217103,0.00100737,0.0008992754,0.00006191423,0.0009500681,0.00565222],"genre_scores_gemma":[0.9946237,0.0003413243,0.0003586757,0.003330991,0.0006951573,0.0001291981,0.0001624563,0.00008538116,0.0002730744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0844162,"threshold_uncertainty_score":0.9998406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04346726333493487,"score_gpt":0.345204346813369,"score_spread":0.3017370834784341,"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."}}