{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001358982,0.0007441705,0.0009297414,0.002502732,0.001755127,0.001080698,0.0005237011,0.001514566,0.001307094],"category_scores_gemma":[0.00413095,0.0006345193,0.0009408394,0.001621667,0.0006065201,0.002370383,0.001483371,0.0009813583,0.000337049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007556,"about_ca_system_score_gemma":0.0008650619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01052948,"about_ca_topic_score_gemma":0.01723149,"domain_scores_codex":[0.9987102,0.0004956329,0.0001201579,0.0001768917,0.0003036191,0.0001936485],"domain_scores_gemma":[0.9981693,0.0002641057,0.0003942041,0.00008755595,0.0005212803,0.0005635266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000964697,0.0002676289,0.9977624,0.000007935937,0.00002831059,0.0002570193,0.0003592845,0.00002876758,0.0001535233,0.000006700642,0.00006700326,0.0009648838],"study_design_scores_gemma":[0.00001485195,0.001127849,0.9963807,0.000004571838,0.00003262698,0.0007544218,0.001372533,0.000167242,0.00003474655,0.00001678377,0.00008200138,0.00001177138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992173,0.00006909056,0.00008500861,0.0000382754,0.000003105209,0.00003997655,0.0001536418,0.000004103312,0.0003895518],"genre_scores_gemma":[0.9991878,0.0001163759,0.0001258944,0.00004325477,0.00001521328,0.00003997107,0.0003053752,0.00000194625,0.000164118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01052948,"threshold_uncertainty_score":0.02093643,"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."}}