{"id":"W1601347743","doi":"10.1159/000313767","title":"Urine Abnormalities in Acute Kidney Injury and Sepsis","year":2010,"lang":"en","type":"article","venue":"Contributions to nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Acute kidney injury; Sepsis; Intensive care medicine; Etiology; Urinary system; Creatinine; Complication; Kidney disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009672878,0.000561058,0.0009660545,0.003068495,0.0005044677,0.001141558,0.0005002789,0.001111521,0.001777835],"category_scores_gemma":[0.001906753,0.0001931277,0.0004001174,0.002083721,0.001161871,0.0008183545,0.001212745,0.0007866049,0.0004537159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004938262,"about_ca_system_score_gemma":0.001070836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001396633,"about_ca_topic_score_gemma":0.001504115,"domain_scores_codex":[0.9991587,0.0002944068,0.0001231803,0.00006637498,0.0002677574,0.00008952675],"domain_scores_gemma":[0.9991605,0.0002355764,0.0002639072,0.00002776834,0.0002115513,0.0001006745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001320031,0.0003788597,0.1432406,0.008527316,0.0004385279,0.03375247,0.00110671,0.0008408682,0.02623608,0.01247175,0.02641064,0.7452761],"study_design_scores_gemma":[0.00007313659,0.001227692,0.4227961,0.005947943,0.0006389322,0.2731802,0.002160976,0.001323753,0.01426416,0.02041512,0.2577264,0.000245645],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03665087,0.9471892,0.002940629,0.003096561,0.00123352,0.00003548072,0.0001509126,0.00009014202,0.008612748],"genre_scores_gemma":[0.3568994,0.6284707,0.005507559,0.001793233,0.002453336,0.00005005045,0.000239904,0.00002315765,0.004562638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003068495,"threshold_uncertainty_score":0.005947411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00814389441782035,"score_gpt":0.3351109300850116,"score_spread":0.3269670356671913,"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."}}