{"id":"W2121581779","doi":"10.1016/j.diagmicrobio.2011.03.021","title":"Antimicrobial susceptibility of global inpatient urinary tract isolates of Escherichia coli: results from the Study for Monitoring Antimicrobial Resistance Trends (SMART) program: 2009–2010","year":2011,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":114,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"","keywords":"Ertapenem; Amikacin; Imipenem; Piperacillin; Ciprofloxacin; Antimicrobial; Microbiology; Tazobactam; Levofloxacin; Antibiotic resistance; Escherichia coli; Medicine; Piperacillin/tazobactam; Drug resistance; Biology; Antibiotics; Pseudomonas aeruginosa; Bacteria","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":[0.000267632,0.0002837485,0.0003749241,0.00002746219,0.0001571371,0.00001619604,0.0002617199,0.000204218,0.00001067488],"category_scores_gemma":[0.0009046507,0.0002319391,0.0001641397,0.0001515528,0.0006053711,0.00001277078,0.00015024,0.0001114073,8.651662e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002364313,"about_ca_system_score_gemma":0.0001206443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002772023,"about_ca_topic_score_gemma":0.0003888179,"domain_scores_codex":[0.9981528,0.0002353865,0.0006267437,0.0006192793,0.00003992447,0.0003258966],"domain_scores_gemma":[0.9984606,0.0002746512,0.0004155121,0.0005571451,0.0001921412,0.00009997127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003202192,0.003897212,0.8117151,0.00006772336,0.0001594793,0.000006372448,0.0002338011,0.000002368319,0.179144,0.000008301177,0.001250175,0.0003132151],"study_design_scores_gemma":[0.002314719,0.001740455,0.9571086,0.00009464168,0.0002267624,0.000005491206,0.00009795939,0.000001727145,0.03775763,0.00003572272,0.0003700055,0.0002462784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938539,0.000611635,0.00005395312,0.00003364695,0.0005818542,0.001080515,0.003703473,0.00002171931,0.00005927628],"genre_scores_gemma":[0.9985955,0.0001949883,0.0005332698,0.00004115717,0.0001250829,0.00004118669,0.0004231677,0.00001889662,0.00002669189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1453935,"threshold_uncertainty_score":0.9458203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156835012235399,"score_gpt":0.2527038109263324,"score_spread":0.2411354608039784,"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."}}