{"id":"W4220980794","doi":"10.1016/j.ucl.2021.12.004","title":"Medical Treatment for Urinary Tract Infections","year":2022,"lang":"en","type":"review","venue":"Urologic Clinics of North America","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Allergan; Astellas Pharma Canada; Pfizer","keywords":"Medicine; Antimicrobial; Intensive care medicine; Urinary system; Antibiotic resistance; Antibiotics; Internal medicine; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006841975,0.001011036,0.001935247,0.004244583,0.0003360238,0.001018411,0.0008779701,0.001062363,0.007395939],"category_scores_gemma":[0.002062565,0.0004037093,0.001073485,0.003186107,0.0003775184,0.00104983,0.0006671511,0.001693049,0.001274472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006405901,"about_ca_system_score_gemma":0.001549856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002300492,"about_ca_topic_score_gemma":0.006537113,"domain_scores_codex":[0.9996195,0.00008446886,0.00009699033,0.00006436092,0.0001043734,0.00003024526],"domain_scores_gemma":[0.9991254,0.0004654264,0.0002328063,0.0000163348,0.0001092277,0.00005078689],"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":[0.00008671224,0.00009718935,0.0003190475,0.05671922,0.0003211327,0.000101928,0.00004473314,0.0001801596,0.0002903479,0.0006843932,0.03018147,0.9109737],"study_design_scores_gemma":[0.0002403424,0.0004594981,0.006057488,0.08777596,0.003076594,0.002167743,0.0001470196,0.0002465013,0.0003720345,0.001244474,0.8981541,0.00005834886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005147257,0.9989637,0.00003154625,0.0001154279,0.00013436,0.000006324762,0.00001945945,0.000004583384,0.0006731012],"genre_scores_gemma":[0.0006128586,0.9985103,0.0001238535,0.0002821127,0.0001855176,0.000007736095,0.00002868048,0.000001054522,0.0002478727],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007395939,"threshold_uncertainty_score":0.02474195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1190236114916689,"score_gpt":0.4145389574476239,"score_spread":0.295515345955955,"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."}}