{"id":"W4410089769","doi":"10.1001/jamainternmed.2025.0973","title":"Nitrites for Urinary Tract Infection—Time to Say Goodbye?","year":2025,"lang":"en","type":"article","venue":"JAMA Internal Medicine","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"","keywords":"Medicine; Urinary system; Asymptomatic bacteriuria; Bacteriuria; Asymptomatic; Intensive care medicine; Urology; Internal medicine","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":[0.0004166798,0.0001947117,0.0005136902,0.0004550986,0.0001176887,0.000004901301,0.0001161355,0.0001992762,0.0007280413],"category_scores_gemma":[0.002398303,0.0001437562,0.0001162093,0.0003154793,0.0001880429,0.00005861242,0.00008068773,0.0003843484,0.0002480862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006342003,"about_ca_system_score_gemma":0.00006310161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009024152,"about_ca_topic_score_gemma":0.000006550604,"domain_scores_codex":[0.9988302,0.00004378854,0.0003663449,0.0003171475,0.0001374113,0.0003050989],"domain_scores_gemma":[0.9984276,0.0009555219,0.00007484038,0.000214782,0.0001874187,0.0001398205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004280899,0.0007525575,0.1621027,0.0001339623,0.001094041,0.000230816,0.0002986506,0.000001731776,0.002867456,0.0002918669,0.8107657,0.01717959],"study_design_scores_gemma":[0.005430447,0.006731918,0.4887399,0.0002093675,0.0008296712,0.0005044941,0.00003401098,0.00006810069,0.0005119656,0.0009409575,0.4958667,0.0001324907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7279783,0.003181494,0.002382966,0.1948876,0.001249946,0.0009134511,0.00001533307,0.0001795981,0.06921122],"genre_scores_gemma":[0.860703,0.0003338643,0.0005628814,0.06417452,0.003211954,0.0002388724,0.00002905633,0.00002361515,0.07072225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3266372,"threshold_uncertainty_score":0.7971542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01301372982123227,"score_gpt":0.31137765382141,"score_spread":0.2983639240001777,"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."}}