{"id":"W4212911079","doi":"10.1093/jcag/gwac008","title":"Pyeloduodenal Fistula in Xanthogranulomatous Pyelonephritis","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Infectious Disease Case Reports and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Xanthogranulomatous pyelonephritis; Fistula; Medicine; Radiology; Internal medicine; Nephrectomy; Kidney","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":[0.0005979628,0.00006745477,0.0002980921,0.0003180495,0.000128059,0.000005982793,0.00008167406,0.00004093171,0.0001610972],"category_scores_gemma":[0.0001481158,0.00005523874,0.0002147304,0.0001425549,0.00002695546,0.00002991823,0.00002562843,0.000300427,6.172857e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0022864,"about_ca_system_score_gemma":0.0006327796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006744978,"about_ca_topic_score_gemma":0.1719987,"domain_scores_codex":[0.9986882,0.0002265427,0.000440562,0.0000678625,0.0003472684,0.0002295684],"domain_scores_gemma":[0.9988017,0.00002520037,0.0007594452,0.0001046841,0.0001565553,0.0001523964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002002036,0.0001404215,0.995191,0.000006916249,0.0001877033,0.0007524565,0.00008601885,0.0001222988,0.00004474483,0.00002098895,0.00309226,0.0001549741],"study_design_scores_gemma":[0.002626486,0.0007074757,0.9892609,0.00002321,0.0001256198,0.003555828,0.00005768638,0.00001511769,0.00001611338,0.00008842596,0.003497906,0.00002525302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926566,0.00003570739,0.000001721566,0.006121889,0.0004972451,0.000121974,0.00003886781,0.000002013066,0.0005240107],"genre_scores_gemma":[0.9984302,0.00001109753,0.00002617179,0.001198572,0.00005481833,0.000005187514,0.000004584904,0.000008416233,0.0002609522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1652538,"threshold_uncertainty_score":0.9998692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005471129428179009,"score_gpt":0.2196895367805197,"score_spread":0.2142184073523407,"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."}}