{"id":"W2130279670","doi":"10.1016/j.jiph.2010.09.003","title":"Management and outcome of positive urine cultures in a neonatal intensive care unit","year":2010,"lang":"en","type":"article","venue":"Journal of Infection and Public Health","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Urine; Neonatal intensive care unit; Medicine; Urinary system; Intensive care unit; Pediatrics; Intensive care medicine; Mechanical ventilation; 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":[0.0003413582,0.00005701234,0.0002410157,0.0002867325,0.00005072726,0.000003292635,0.00001327215,0.00006607395,0.00001073379],"category_scores_gemma":[0.0001731021,0.00004019654,0.00002797959,0.0001138135,0.00009925359,0.00006406052,0.00002616899,0.0004089064,2.374063e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001671491,"about_ca_system_score_gemma":0.00006474947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001622537,"about_ca_topic_score_gemma":0.0005310504,"domain_scores_codex":[0.9994312,0.00005269705,0.0002793633,0.00006072981,0.00006734856,0.0001086537],"domain_scores_gemma":[0.999226,0.00004509054,0.0001972103,0.00003560956,0.0003861147,0.0001099221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001208555,0.0000283039,0.9851622,0.00007188586,0.0001141976,0.0000404704,0.002839771,1.135717e-7,0.000007963601,0.0003374447,0.0003578627,0.01091891],"study_design_scores_gemma":[0.00150395,0.0008376084,0.9831016,0.00001104424,0.0000357865,0.0008597175,0.003200445,0.000002681107,0.000005188339,0.00003086233,0.01038464,0.00002648186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846801,0.001745637,0.00005253782,0.01297187,0.0001833868,0.00009532881,0.000002498852,0.000003357178,0.0002653453],"genre_scores_gemma":[0.9942182,0.002412056,0.0001365056,0.00311336,0.00008586343,0.00000107014,0.000002038014,0.000002266881,0.00002860792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01089242,"threshold_uncertainty_score":0.1776518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464804506284597,"score_gpt":0.3441001857241328,"score_spread":0.3194521406612868,"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."}}