{"id":"W4322725093","doi":"10.1542/peds.146.1ma3.195b","title":"Promoting Diagnostic and Antimicrobial Stewardship with Urinary Tract Infections in the Paediatric Emergency Department: A Choosing Wisely Initiative","year":2020,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Antimicrobial stewardship; Emergency department; Intensive care medicine; Urinary system; Stewardship (theology); Medical emergency; Antimicrobial; Antibiotics; Nursing; Internal medicine; Antibiotic resistance; Microbiology","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":[0.01750354,0.000541703,0.0007293796,0.001489488,0.005750565,0.009418136,0.002413501,0.00685691,0.007140105],"category_scores_gemma":[0.0777902,0.0007003149,0.001352202,0.001119643,0.002773738,0.005427366,0.00938658,0.01432822,0.001269447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004540496,"about_ca_system_score_gemma":0.06053576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007241969,"about_ca_topic_score_gemma":0.02747161,"domain_scores_codex":[0.9812873,0.007313468,0.001248503,0.0009297399,0.005994045,0.003226854],"domain_scores_gemma":[0.8860811,0.01591558,0.01146088,0.001963175,0.01356334,0.07101598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002104588,0.00650529,0.2634578,0.001165743,0.0004172644,0.001555713,0.0040134,0.0007720806,0.001614133,0.006708845,0.3175235,0.3960557],"study_design_scores_gemma":[0.0007084626,0.003002331,0.5534321,0.01057304,0.0005681061,0.004277301,0.04608054,0.002333895,0.00417166,0.02758757,0.346794,0.0004710089],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05178665,0.006119218,0.002264074,0.9200159,0.005340911,0.0001597791,0.00007551953,0.0001677306,0.01407031],"genre_scores_gemma":[0.6041343,0.02308794,0.04608992,0.3083209,0.01057005,0.000542292,0.0002458075,0.0002213535,0.006787394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01750354,"threshold_uncertainty_score":0.0925687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3388166946982702,"score_gpt":0.4515853285205843,"score_spread":0.1127686338223141,"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."}}