{"id":"W3153222380","doi":"10.26443/mjm.v19i1.312","title":"Approach to: Pediatric urinary tract infection (UTI)","year":2021,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Dysuria; Urinary system; Urine; Antibiotics; Voiding cystourethrogram; Bacteremia; Pediatrics; Disease; Internal medicine; Intensive care medicine; Vesicoureteral reflux","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0002828282,0.000840772,0.0004996153,0.0008352837,0.0009531207,0.001184142,0.000954142,0.002795781,0.0924521],"category_scores_gemma":[0.001615448,0.0001792709,0.000543087,0.0002816611,0.0003658951,0.001652525,0.002051315,0.003595623,0.03348967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054281,"about_ca_system_score_gemma":0.002727122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002600932,"about_ca_topic_score_gemma":0.004523662,"domain_scores_codex":[0.9997174,0.00004090509,0.00003622998,0.00005879164,0.0000719081,0.00007480584],"domain_scores_gemma":[0.9993827,0.00004370761,0.00004362816,0.00002063344,0.0002497662,0.0002595976],"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":[0.0001094811,0.0002742959,0.009370267,0.0007734505,0.00002040123,0.01843511,0.0003648053,0.0002051299,0.001574469,0.003139492,0.7244422,0.241291],"study_design_scores_gemma":[0.00008184071,0.0002132481,0.01009681,0.001700089,0.00003159884,0.0435577,0.0007621431,0.0003508522,0.0008222307,0.005589297,0.9367529,0.00004132797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02588188,0.04397484,0.02840922,0.3083547,0.04291413,0.002974103,0.002946124,0.003462183,0.5410828],"genre_scores_gemma":[0.1464157,0.07942272,0.03315411,0.2004205,0.06015983,0.001546355,0.003148841,0.000977258,0.4747548],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0924521,"threshold_uncertainty_score":0.3092831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03933392146746469,"score_gpt":0.3015420483881965,"score_spread":0.2622081269207318,"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."}}