{"id":"W161458154","doi":"","title":"The management of acute pyelonephritis in adults.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Urinalysis; Antibiotics; Dosing; Urinary system; Intravenous therapy; Sulfamethoxazole; Bacteriuria; Blood culture; Percutaneous nephrostomy; Intensive care medicine; Physical examination; Urine; Percutaneous; Surgery; 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":[0.0002521207,0.00006852242,0.0001082415,0.0001032645,0.00003927026,0.000008117067,0.00008617763,0.00002260317,0.00002261497],"category_scores_gemma":[0.000005564914,0.00005161515,0.00004823858,0.0003549992,0.00004324814,0.00005212858,0.00006267105,0.0000859561,0.00001714976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007662264,"about_ca_system_score_gemma":0.00000361821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004767998,"about_ca_topic_score_gemma":0.00002791903,"domain_scores_codex":[0.9992245,0.00001564777,0.0002066541,0.0001265854,0.0001732656,0.000253375],"domain_scores_gemma":[0.9995704,0.00001980698,0.000046586,0.000291047,0.00002337006,0.00004880241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004778049,0.001128338,0.05809133,0.0001478313,0.000581321,0.0006919002,0.00006070169,0.000005573146,0.000001408693,0.003586462,0.001398035,0.9338293],"study_design_scores_gemma":[0.001280069,0.00008844451,0.9145788,0.00005050396,0.0001068456,0.00005568433,0.00008924767,0.00001275669,0.00003030525,0.0001319858,0.08352894,0.00004640961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8280338,0.0003275564,0.00005024134,0.003668228,0.0002079829,0.001703488,0.000001927629,0.00005526253,0.1659515],"genre_scores_gemma":[0.9873658,0.003340408,0.0002160482,0.0001241176,0.00003176743,0.001655764,0.000004059112,0.00001033179,0.007251669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9337829,"threshold_uncertainty_score":0.2104805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184889750184101,"score_gpt":0.2325925729482083,"score_spread":0.2207436754463673,"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."}}