{"id":"W2918319447","doi":"10.1097/pec.0000000000001780","title":"Antibiotic Prescription Practice for Pediatric Urinary Tract Infection in a Tertiary Center","year":2019,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; McGill University Health Centre; University of Toronto; Montreal Children's Hospital","funders":"","keywords":"Medicine; Interquartile range; Leukocyte esterase; Antibiotics; Urinalysis; Urinary system; Emergency department; Nitrofurantoin; Antimicrobial stewardship; Medical prescription; Urine; Retrospective cohort study; Internal medicine; Odds ratio; Pediatrics; Genitourinary system; Emergency medicine; Antibiotic resistance","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002975783,0.0002832717,0.000386361,0.0005800956,0.0001122179,0.000004759291,0.00009579262,0.0003565318,0.0001771696],"category_scores_gemma":[0.0004255299,0.0002707517,0.0002270412,0.0006197913,0.00002062818,0.0003564313,0.00007007648,0.0004576256,0.0001734917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001097684,"about_ca_system_score_gemma":0.0001398102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007875735,"about_ca_topic_score_gemma":0.00002240976,"domain_scores_codex":[0.9979619,0.0001278216,0.0005655828,0.0005879172,0.0002284221,0.0005283536],"domain_scores_gemma":[0.9988761,0.0001864584,0.0002365733,0.000318474,0.0002791624,0.0001032374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005412095,0.001285342,0.9883937,0.0006522199,0.00006462818,0.00005485147,0.0006785245,0.00001086366,0.00003504651,0.000009189757,0.00805558,0.0002188232],"study_design_scores_gemma":[0.002667188,0.00207444,0.9887915,0.00000323605,0.001280682,0.0001489263,0.0001936179,0.00004037186,0.000008305276,0.00002999492,0.004504211,0.000257573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724939,0.02027044,0.00004168018,0.0006082461,0.002582556,0.001479381,0.00003167513,0.0001141987,0.00237787],"genre_scores_gemma":[0.9608638,0.03568545,0.0002213495,0.0003780797,0.002279721,0.00009551158,0.0001239439,0.00003778644,0.0003143762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01541501,"threshold_uncertainty_score":0.9999745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155371030391164,"score_gpt":0.2900154918848781,"score_spread":0.2784617815809664,"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."}}