{"id":"W2902413143","doi":"10.1136/bmjoq-2018-000483","title":"Educational intervention to reduce treatment of asymptomatic bacteriuria in long-term care","year":2018,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; Saskatchewan Health; University of Saskatchewan","funders":"","keywords":"Medicine; Bacteriuria; Asymptomatic; Urinary system; Asymptomatic bacteriuria; Antibiotics; Audit; Urine; Intervention (counseling); Emergency medicine; Pediatrics; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001399824,0.0004982843,0.0003737821,0.0007969099,0.0007903926,0.0004571542,0.0009646837,0.0007957011,0.003062022],"category_scores_gemma":[0.01188288,0.0001673727,0.0004566634,0.000389108,0.000317062,0.0003599807,0.001003821,0.0008596309,0.000220497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002079319,"about_ca_system_score_gemma":0.005219064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01490474,"about_ca_topic_score_gemma":0.03378518,"domain_scores_codex":[0.9986571,0.000602119,0.00009292133,0.00007407246,0.0002924445,0.0002812116],"domain_scores_gemma":[0.9956502,0.001049932,0.00132614,0.00007463378,0.0004378665,0.001461223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.004869265,0.05802714,0.1613593,0.006903025,0.000526477,0.001051066,0.003363701,0.001437165,0.003736182,0.0003579093,0.02188768,0.7364811],"study_design_scores_gemma":[0.004027642,0.02976152,0.940516,0.005005294,0.0006340879,0.0004357482,0.001947614,0.002363552,0.00209188,0.0002742404,0.01286965,0.00007284326],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977492,0.004977007,0.001605786,0.005633941,0.0004620294,0.00207452,0.0003021518,0.0003340528,0.0071186],"genre_scores_gemma":[0.9831015,0.003088923,0.008185865,0.002397041,0.0003075952,0.001386221,0.0002069224,0.000009571583,0.001316159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01490474,"threshold_uncertainty_score":0.02963597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002522759283667,"score_gpt":0.5015136621383781,"score_spread":0.4012613862100115,"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."}}