{"id":"W75694992","doi":"10.1503/cmaj.061033","title":"Xanthogranulomatous pyelonephritis","year":2007,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Infectious Disease Case Reports and Treatments","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dysuria; Medicine; Abdomen; Renal colic; Xanthogranulomatous pyelonephritis; Physical examination; Flank pain; Tenderness; Urinary system; Abdominal pain; Computed tomography; Medical history; Radiology; Surgery; Kidney; Nephrectomy; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00131399,0.0000974085,0.0001922599,0.0002276308,0.0002664548,0.00004637664,0.00003841734,0.0002809715,0.004551537],"category_scores_gemma":[0.0008124163,0.00008425704,0.0001488262,0.0001918969,0.00002568648,0.00005952208,0.000004518844,0.0005063146,0.0002165131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121864,"about_ca_system_score_gemma":0.002533079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001941799,"about_ca_topic_score_gemma":0.0143488,"domain_scores_codex":[0.9978434,0.00002985666,0.0003684821,0.000111716,0.001132982,0.0005135224],"domain_scores_gemma":[0.9962687,0.00006306047,0.0001367935,0.00008114559,0.000386683,0.003063629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001917252,0.0001136561,0.7282578,0.000009382298,0.0002994105,0.0623415,0.00007632776,1.202414e-7,0.00001020751,0.0002402335,0.04618718,0.162445],"study_design_scores_gemma":[0.001797098,0.00009363344,0.4609757,0.0000845946,0.0001032101,0.03233945,0.0001060276,0.00001054671,0.00003861458,0.0001107539,0.5042239,0.0001164596],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9187813,0.0005438865,0.0002117268,0.008350444,0.001208677,0.0001717242,0.00001437883,0.00005447455,0.07066339],"genre_scores_gemma":[0.9894141,0.0001305078,0.00009872724,0.008085835,0.001438611,0.000002058042,0.0000147996,0.00001654765,0.000798848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4580367,"threshold_uncertainty_score":0.9963585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004428341161733841,"score_gpt":0.2459478335896878,"score_spread":0.241519492427954,"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."}}