{"id":"W1983560260","doi":"10.1097/01.ccm.0000132892.51063.2f","title":"Diuretics and mortality in acute renal failure*","year":2004,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":372,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Furosemide; Diuretic; Renal replacement therapy; Acute kidney injury; Internal medicine; Intensive care medicine; Sepsis; Hypovolemia; Multivariate analysis; Propensity score matching; Septic shock; Cardiology","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":[0.0002922414,0.0001808594,0.0004704297,0.0001762207,0.00005532273,0.000011008,0.0001018144,0.0001616402,0.0003311],"category_scores_gemma":[0.002321224,0.0001346526,0.00004168575,0.0003325635,0.001224477,0.00006959709,0.00009276389,0.0006365974,0.00002246318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001798176,"about_ca_system_score_gemma":0.0002123611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009066777,"about_ca_topic_score_gemma":0.00005247731,"domain_scores_codex":[0.9980932,0.00004844016,0.0003369087,0.0003710788,0.0006819884,0.0004683807],"domain_scores_gemma":[0.9985069,0.0001606691,0.00001449177,0.0003682153,0.0002831796,0.0006665178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002214502,0.001217789,0.6002024,0.005992083,0.0006000611,0.03195785,0.01843347,0.000002089791,0.103327,0.1694168,0.049544,0.01709194],"study_design_scores_gemma":[0.05219257,0.01622868,0.767356,0.005460133,0.003397233,0.00438626,0.02479111,0.0001805852,0.02867948,0.05566892,0.04000435,0.001654699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8757033,0.001983947,0.001032098,0.1086982,0.000197307,0.0005536698,0.0000869716,0.00009514696,0.01164936],"genre_scores_gemma":[0.9955372,0.00008578897,0.001283728,0.002456889,0.0003785733,0.00003002197,0.00009131245,0.00002405047,0.0001124963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1671536,"threshold_uncertainty_score":0.5490975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03656052570431177,"score_gpt":0.4061511232142722,"score_spread":0.3695905975099604,"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."}}