{"id":"W4230035266","doi":"10.14740/cii41w","title":"Emphysematous Pyelonephritis: A Correlation of Clinical Characteristics With Serum Parameters and Its Contribution in Determination of Prognostic Factors","year":2018,"lang":"en","type":"article","venue":"Clinical Infection and Immunity","topic":"Infectious Disease Case Reports and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Correlation; Medicine; Internal medicine; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0006267174,0.0001099322,0.0005046655,0.00009585937,0.00006397985,0.000008413713,0.00001097253,0.0001749201,0.00001196561],"category_scores_gemma":[0.002006325,0.00008517006,0.0000766954,0.0001429525,0.0003119218,0.0001110472,0.00002134401,0.000219379,0.000001072994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002092331,"about_ca_system_score_gemma":0.0000797774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001666371,"about_ca_topic_score_gemma":0.00006801917,"domain_scores_codex":[0.9984873,0.0002276984,0.0009100495,0.0001686404,0.0001043862,0.0001019358],"domain_scores_gemma":[0.9983592,0.0004500702,0.0005289205,0.0001245217,0.0004330278,0.0001042617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003923906,0.0009046622,0.9789041,0.0001039758,0.0000647147,0.00001203808,0.0000722521,1.124947e-7,0.00004191911,0.00003554563,8.833169e-7,0.01946742],"study_design_scores_gemma":[0.002678459,0.003711526,0.9906341,0.000360028,0.0002474911,0.00008817681,0.00002244247,0.001686962,0.0004259056,0.00005917333,0.00001133951,0.00007440762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987,0.00004585099,0.000404864,0.0000128888,0.0002087761,0.0005225737,0.00001755239,0.00002020577,0.00006725438],"genre_scores_gemma":[0.9994613,0.0003463783,0.00004825936,0.00002629626,0.0000325458,0.000009332909,0.00006047542,0.000008077172,0.000007319091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01939301,"threshold_uncertainty_score":0.3473134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05119834287137456,"score_gpt":0.3819595920957263,"score_spread":0.3307612492243518,"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."}}