{"id":"W4415788603","doi":"10.1186/s12887-025-06273-5","title":"Children with recurrent urinary tract infections: who are they and why do we need better prevention options?","year":2025,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Urinary system; Antimicrobial; Adverse effect; Antibiotics; MEDLINE; Antimicrobial stewardship","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":[],"consensus_categories":[],"category_scores_codex":[0.0002178349,0.0002014954,0.0003224987,0.0004045517,0.0002627451,0.0000162185,0.00006140168,0.0002187045,0.00001620626],"category_scores_gemma":[0.0001337572,0.0001586769,0.00008242564,0.0004304075,0.0001113128,0.0001101864,0.00008151719,0.0004139208,0.00001078751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003723266,"about_ca_system_score_gemma":0.0001295179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001049654,"about_ca_topic_score_gemma":0.00004325659,"domain_scores_codex":[0.9989111,0.0001148411,0.0002457529,0.000348672,0.0001334743,0.0002461492],"domain_scores_gemma":[0.9992563,0.0002053906,0.0001386814,0.0002351835,0.0000922887,0.0000721744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002715512,0.0009077686,0.9803744,0.00006392926,0.0001728569,0.00000988686,0.0000902869,0.000006442825,9.273162e-7,0.0001029391,0.01638961,0.001609378],"study_design_scores_gemma":[0.002045831,0.001418641,0.9898773,0.0000344684,0.001548531,0.0001500958,0.00007313037,0.00001664298,0.00000101037,0.001622,0.003064903,0.0001474297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574773,0.03500157,0.0009239857,0.005286673,0.0002327445,0.0005743714,0.00001745329,0.0001080843,0.0003777772],"genre_scores_gemma":[0.9427271,0.05036387,0.0018533,0.002116476,0.001720609,0.0002062783,0.0000520987,0.0000281698,0.0009321241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0153623,"threshold_uncertainty_score":0.6470658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01548902290102096,"score_gpt":0.2737278548852708,"score_spread":0.2582388319842499,"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."}}