{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009392299,0.0004593628,0.0004443734,0.001549173,0.0004915873,0.0007375241,0.000356707,0.0005639429,0.001241731],"category_scores_gemma":[0.003885864,0.0002610649,0.0002773725,0.0009413636,0.0005800616,0.0007983312,0.0004555955,0.0006480622,0.0002655729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001523806,"about_ca_system_score_gemma":0.0004091905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003820181,"about_ca_topic_score_gemma":0.00043832,"domain_scores_codex":[0.9994803,0.0001693241,0.00009980066,0.00007073086,0.00009814448,0.00008164298],"domain_scores_gemma":[0.9973214,0.001185771,0.0006490693,0.0001775169,0.000247255,0.0004189819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002012017,0.0000727684,0.9957975,0.00001112007,0.00001639848,0.001042156,0.00003884914,0.00004580813,0.0008579273,0.00004203767,0.00003069102,0.001843584],"study_design_scores_gemma":[0.0000130698,0.0003559216,0.9869347,0.00001585818,0.00004860125,0.01017077,0.000276174,0.001018215,0.0006730944,0.0001835942,0.0003003369,0.000009705383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975497,0.000813133,0.0003756974,0.00007166014,0.0000157925,0.00001308062,0.00005210076,0.000006378599,0.001102426],"genre_scores_gemma":[0.9994447,0.0001538468,0.0001968046,0.00001385559,0.00004797962,0.000004748756,0.00004939283,0.000001418864,0.00008733811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001549173,"threshold_uncertainty_score":0.004967213,"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."}}