{"id":"W2163728135","doi":"","title":"Uncomplicated urinary tract infection in women. Current practice and the effect of antibiotic resistance on empiric treatment.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Empiric therapy; Nitrofurantoin; Medicine; Intensive care medicine; Empiric treatment; Antibiotic resistance; Trimethoprim; Antibiotics; Urinary system; Drug resistance; Antimicrobial; Internal medicine; Alternative medicine; Microbiology; Pathology; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007694863,0.0001702635,0.0003197851,0.0002665631,0.00006214904,0.00001703776,0.00003744106,0.00004089555,0.000004115695],"category_scores_gemma":[0.0002245114,0.0001081745,0.00006249343,0.0005222882,0.0001099993,0.0001243706,0.0000198408,0.0001707721,0.000006691041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005025948,"about_ca_system_score_gemma":0.00001317584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002713036,"about_ca_topic_score_gemma":0.00002536265,"domain_scores_codex":[0.9986948,0.0003123058,0.0002866742,0.000255073,0.0001786381,0.0002724518],"domain_scores_gemma":[0.9987569,0.0006709223,0.0001776111,0.0003130703,0.00002982904,0.00005166082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02060206,0.02763304,0.7819166,0.001088933,0.0003634959,0.0002151171,0.000277148,0.0003055123,0.00003629162,0.0009650317,0.001178666,0.1654181],"study_design_scores_gemma":[0.006811962,0.002594597,0.9690115,0.00006347492,0.0001992573,0.00008193062,0.00000992517,0.00002021684,0.0003596359,0.00006366368,0.02069984,0.00008403199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809602,0.0009308971,0.000009080328,0.001722299,0.0001348725,0.002532292,0.000002329375,0.00005831779,0.01364968],"genre_scores_gemma":[0.9976076,0.0004960212,0.000009793344,0.00005155044,0.00006308818,0.001184583,0.000007949214,0.00001553788,0.0005638841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1870948,"threshold_uncertainty_score":0.4411228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01504128840265896,"score_gpt":0.2769615566399015,"score_spread":0.2619202682372425,"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."}}