{"id":"W2067199569","doi":"10.1186/cc6863","title":"Early acute kidney injury and sepsis: a multicentre evaluation","year":2008,"lang":"en","type":"article","venue":"Critical Care","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":684,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Medicine; Acute kidney injury; Sepsis; Intensive care medicine; Emergency medicine; Medical emergency; 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":[0.0001514027,0.0001404864,0.0002255358,0.0001002141,0.0001739017,0.00002602545,0.00007395316,0.0001442798,0.0007297061],"category_scores_gemma":[0.003356237,0.000123706,0.00006698833,0.0001728402,0.0003426528,0.0001458288,0.0000870864,0.0003316888,0.0001786832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001367664,"about_ca_system_score_gemma":0.0004555405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001842007,"about_ca_topic_score_gemma":3.833309e-7,"domain_scores_codex":[0.9982358,0.0001037682,0.0001823702,0.000333766,0.0007666122,0.0003776885],"domain_scores_gemma":[0.9978169,0.00008353895,0.00001223143,0.0003040935,0.0008741659,0.0009090985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003155382,0.0006960461,0.2626181,0.002097879,0.0005476172,0.002643335,0.02500724,6.372346e-8,0.03143748,0.001537348,0.6112975,0.05896206],"study_design_scores_gemma":[0.02035048,0.005998195,0.8444731,0.001036893,0.004815905,0.001934556,0.008868085,0.00493203,0.02575871,0.0008959724,0.07936677,0.001569347],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976436,0.0006867156,0.00004936771,0.01211238,0.0001851884,0.0008328477,0.0005981409,0.000113473,0.008985959],"genre_scores_gemma":[0.995214,0.00005793573,0.001044381,0.002809157,0.0001989171,0.00008807416,0.0001779221,0.00002666088,0.0003829233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.581855,"threshold_uncertainty_score":0.7989771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05311903106277249,"score_gpt":0.4073007259301228,"score_spread":0.3541816948673503,"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."}}