{"id":"W4241354811","doi":"10.1503/cmaj.091055","title":"Emphysematous pyelitis","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Infectious Disease Case Reports and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oliguria; Renal function; Creatinine; Medicine; Emergency department; Nephropathy; Urology; Internal medicine; Endocrinology; Diabetes mellitus","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":[0.0004994064,0.00008718172,0.0001705884,0.0001287195,0.0001931255,0.00005874139,0.00004148409,0.0002834446,0.01240422],"category_scores_gemma":[0.001208031,0.00007193285,0.0001318801,0.0001099218,0.00002428907,0.00005947214,0.000004661274,0.0008577738,0.0003637014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004852352,"about_ca_system_score_gemma":0.004036032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002019999,"about_ca_topic_score_gemma":0.01634615,"domain_scores_codex":[0.9983627,0.00002672481,0.0002613864,0.0001045121,0.000896023,0.0003486794],"domain_scores_gemma":[0.9966896,0.00003791791,0.0001194274,0.0001014334,0.0003912336,0.002660451],"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":[0.000008762464,0.0001491732,0.7669032,0.00001267714,0.0003936825,0.02726198,0.00009995498,1.576598e-7,0.00006843408,0.0008406079,0.1200747,0.08418664],"study_design_scores_gemma":[0.001439383,0.00007092774,0.2828982,0.00004537786,0.0001094092,0.02863496,0.00004693798,0.00003315271,0.00004170729,0.0003100703,0.6862499,0.0001199118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9415422,0.0000641779,0.000009182519,0.01273542,0.001703446,0.0001036383,0.00001399556,0.00003080305,0.04379711],"genre_scores_gemma":[0.9898388,0.00003684884,0.0000578438,0.006709764,0.002052628,0.000004898185,0.00001363571,0.00001476915,0.001270804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5661752,"threshold_uncertainty_score":0.9884986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003611414017516108,"score_gpt":0.2373383379421828,"score_spread":0.2337269239246667,"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."}}