{"id":"W2088203190","doi":"10.1007/s15010-007-6180-2","title":"Community-onset Urinary Tract Infections: A Population-based Assessment","year":2007,"lang":"en","type":"article","venue":"Infection","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":241,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Medicine; Incidence (geometry); Population; Nitrofurantoin; Epidemiology; Cefazolin; Ciprofloxacin; Internal medicine; Trimethoprim; Enterococcus; Pediatrics; Antibiotics; Biology; Microbiology; Environmental health","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":[0.001445501,0.0002220355,0.0002382095,0.0008302983,0.0006730672,0.00004709254,0.00005309656,0.0001505564,0.0003557503],"category_scores_gemma":[0.000152015,0.0002331003,0.0001874443,0.0007714828,0.00004353586,0.0002999786,0.00003779968,0.000880643,0.0001297546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000908603,"about_ca_system_score_gemma":0.00009769036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003885369,"about_ca_topic_score_gemma":0.0003237292,"domain_scores_codex":[0.9984553,0.0002273912,0.0004561559,0.0002202206,0.0003206653,0.0003202567],"domain_scores_gemma":[0.9986497,0.0003068004,0.0001689322,0.0005741528,0.0001491601,0.0001512602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007389059,0.02197671,0.9722874,0.0001024716,0.00007779791,0.0000555093,0.00004113544,0.0006690748,0.0000871938,0.0002460973,0.0003613173,0.004021365],"study_design_scores_gemma":[0.001175882,0.006068685,0.9763088,0.00008973428,0.0001732451,0.0007183256,0.0000398376,0.0005565903,0.0001680608,0.0002038932,0.01429391,0.0002030464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9451875,0.00001593876,0.02956438,0.0004207842,0.0006845666,0.0007443188,0.000004173849,0.0006619309,0.02271642],"genre_scores_gemma":[0.9972836,0.00001402018,0.001140147,0.000535025,0.0002033051,0.00009258362,0.0002583172,0.00003925442,0.000433744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05209612,"threshold_uncertainty_score":0.9505556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03143168210942156,"score_gpt":0.3579523438966876,"score_spread":0.3265206617872661,"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."}}