{"id":"W2940677282","doi":"10.1016/j.ijantimicag.2019.04.012","title":"In vitro susceptibility of urinary Escherichia coli isolates to first- and second-line empirically prescribed oral antimicrobials: CANWARD surveillance study results for Canadian outpatients, 2007–2016","year":2019,"lang":"en","type":"article","venue":"International Journal of Antimicrobial Agents","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Shared Health; Manitoba Health","funders":"Public Health Agency; Public Health Agency of Canada; University of Manitoba","keywords":"Fosfomycin; Broth microdilution; Nitrofurantoin; Ciprofloxacin; Microbiology; Antimicrobial; Amoxicillin; Agar dilution; Clavulanic acid; Medicine; Sulfamethoxazole; Trimethoprim; Cefalexin; Minimum inhibitory concentration; Antibiotics; Biology; Cephalosporin","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008907269,0.0002142889,0.000561571,0.0006654306,0.0000474423,0.00004460483,0.0003285183,0.0000809909,0.0001873236],"category_scores_gemma":[0.0003084517,0.0002014626,0.0001439877,0.0002087851,0.0000446472,0.0002684803,0.0001392142,0.0002256377,0.00001615023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004512225,"about_ca_system_score_gemma":0.000350767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01071929,"about_ca_topic_score_gemma":0.01987179,"domain_scores_codex":[0.9978394,0.0001025875,0.001135518,0.0003327955,0.0002842788,0.0003054056],"domain_scores_gemma":[0.9979795,0.0001182957,0.0005001955,0.0002343976,0.0009358516,0.0002317907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02856504,0.01331107,0.7037584,0.0003165223,0.001468825,0.0004353067,0.001997988,0.00141569,0.1623572,0.000002851717,0.08595061,0.0004204985],"study_design_scores_gemma":[0.01520934,0.008694322,0.9356454,0.0004475117,0.0001111093,0.000162035,0.0001861782,0.0003450537,0.008545975,0.000008330524,0.03029593,0.0003487836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923741,0.00001599191,0.0000607961,0.003587298,0.001678039,0.001524289,0.0006074624,0.000007211401,0.0001448067],"genre_scores_gemma":[0.9960554,0.00003076006,0.001801319,0.001160097,0.0001591608,0.000005955731,0.00005880791,0.0000243192,0.0007041426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.231887,"threshold_uncertainty_score":0.998013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294641164964638,"score_gpt":0.3058534579298827,"score_spread":0.2829070462802363,"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."}}