{"id":"W3177132975","doi":"10.5489/cuaj.7162","title":"Outpatient prescribing and prophylactic antibiotic use for recurrent urinary tract infections in British Columbia, Canada","year":2021,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nitrofurantoin; Medicine; Antimicrobial stewardship; Medical prescription; Antibiotics; Urinary system; Internal medicine; Antibiotic resistance; Antimicrobial; Intensive care medicine; Pharmacology; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0003785015,0.0002902937,0.0003876939,0.001589763,0.002480544,0.001369493,0.001580512,0.00052006,0.005390128],"category_scores_gemma":[0.002710851,0.0003953156,0.0003841186,0.003706818,0.0004156465,0.0002887218,0.0006133021,0.0009311119,0.0004969765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03268133,"about_ca_system_score_gemma":0.05768561,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969941,"about_ca_topic_score_gemma":0.9981111,"domain_scores_codex":[0.9990051,0.00005655559,0.00008130082,0.0001093042,0.0003979325,0.0003498598],"domain_scores_gemma":[0.9965854,0.000152184,0.000592483,0.00004541332,0.001615193,0.001009366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007686014,0.00008804624,0.9723904,0.0001694745,0.00004342499,0.0003184886,0.0006745071,0.0001761104,0.0002745774,0.0001198856,0.008017341,0.01765091],"study_design_scores_gemma":[0.00001130258,0.00002590082,0.9948144,0.0001564015,0.00002279193,0.0001714445,0.001319522,0.0004115957,0.00006840695,0.00002346804,0.002961085,0.00001367012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681303,0.004903933,0.0001574166,0.002904275,0.00007577838,0.00008567919,0.01325138,0.00006583237,0.01042532],"genre_scores_gemma":[0.9896047,0.002975765,0.0003105425,0.0004584214,0.00002028612,0.00003173904,0.002929467,0.00001950032,0.003649475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03268133,"threshold_uncertainty_score":0.2371207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850047361751365,"score_gpt":0.2234034814895385,"score_spread":0.2049030078720249,"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."}}