{"id":"W2073471843","doi":"10.1007/s11908-007-0075-3","title":"Complicated pyelonephritis: Unresolved issues","year":2007,"lang":"en","type":"article","venue":"Current Infectious Disease Reports","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Health Sciences Centre; Manitoba Health","funders":"","keywords":"Genitourinary system; Intensive care medicine; Medicine; Broad spectrum; Internal medicine","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":[0.000476734,0.0002280002,0.0003800485,0.0001577726,0.0002165855,0.000009643811,0.00003991928,0.0001319928,0.0001456495],"category_scores_gemma":[0.0004869169,0.0002096667,0.0001800071,0.0003047296,0.000171908,0.00005668555,0.0000759623,0.0003752886,0.0001021911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001134686,"about_ca_system_score_gemma":0.0001373824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001781522,"about_ca_topic_score_gemma":0.00001613965,"domain_scores_codex":[0.998206,0.00003874638,0.0004984986,0.0004629449,0.0002703902,0.0005234812],"domain_scores_gemma":[0.9985095,0.0001210857,0.0002359883,0.0004366491,0.0002176005,0.0004791703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002534305,0.0007164928,0.9534512,0.00006390366,0.0003150852,0.003546757,0.00003389328,0.0000011178,0.000102856,0.00006056233,0.03648122,0.004973454],"study_design_scores_gemma":[0.0006570838,0.000117072,0.8001989,0.00002175902,0.0006546066,0.0009826588,0.000006346004,0.000004466141,0.0000788742,0.0008159563,0.1962842,0.0001781594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433962,0.04795727,0.0002405345,0.001091031,0.001652584,0.000511663,0.00000678754,0.0006250467,0.004518936],"genre_scores_gemma":[0.9949273,0.00301096,0.00002151754,0.0007699432,0.0007911555,0.00005029978,0.00007599853,0.00002267538,0.0003301258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1598029,"threshold_uncertainty_score":0.8549958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02167847758993399,"score_gpt":0.3314781499783089,"score_spread":0.3097996723883749,"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."}}