{"id":"W4233763517","doi":"10.1517/eoph.4.5.693.22210","title":"Best pharmacological practice: urinary tract infections","year":2003,"lang":"en","type":"article","venue":"Expert Opinion on Pharmacotherapy","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Manitoba","funders":"","keywords":"Medicine; Urinary system; Nitrofurantoin; Genitourinary system; Trimethoprim; Fosfomycin; Bacteriuria; Intensive care medicine; Acute Cystitis; Internal medicine; Antimicrobial; Antibiotic resistance; Antibiotics","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":[0.0007920095,0.0007870072,0.0009622285,0.001002038,0.0005882863,0.001027332,0.000859882,0.003008529,0.05518166],"category_scores_gemma":[0.005015559,0.0001175729,0.0003998983,0.000753575,0.000334211,0.0009371592,0.000791925,0.001828339,0.03052195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006391408,"about_ca_system_score_gemma":0.001338301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009976227,"about_ca_topic_score_gemma":0.002038092,"domain_scores_codex":[0.9991454,0.0002919778,0.00008465931,0.00007224243,0.0003316623,0.00007402271],"domain_scores_gemma":[0.998533,0.0003130079,0.0001766169,0.00009749089,0.0006031735,0.0002767393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008859266,0.0002939641,0.0006285412,0.001661475,0.00002855052,0.0009365554,0.00007505644,0.0001110733,0.000460649,0.001609572,0.3921636,0.6019424],"study_design_scores_gemma":[0.0001423962,0.0002093578,0.004076049,0.003674513,0.00004406023,0.004167529,0.0001057365,0.0001714355,0.0003795577,0.00498308,0.9820248,0.00002156144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.006445266,0.2781783,0.01312535,0.198527,0.01589503,0.0007923425,0.0009797281,0.001516061,0.4845408],"genre_scores_gemma":[0.07799333,0.4485472,0.04031289,0.1576564,0.03413991,0.001594316,0.00229344,0.0003272167,0.2371353],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05518166,"threshold_uncertainty_score":0.184601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06248632098873857,"score_gpt":0.4292752327706272,"score_spread":0.3667889117818887,"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."}}