{"id":"W2059511470","doi":"10.1097/01.ccm.0000206287.22318.c3","title":"Cost-effectiveness of hemofiltration to prevent contrast nephropathy in patients with chronic kidney disease","year":2006,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Alberta","funders":"","keywords":"Medicine; Hemofiltration; Intensive care medicine; Creatinine; Kidney disease; Relative risk; Contrast-induced nephropathy; Cost effectiveness; Nephropathy; Surgery; Internal medicine; Hemodialysis; Confidence interval; Risk analysis (engineering); Endocrinology; Diabetes mellitus","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":[0.0003329547,0.0001985204,0.00050906,0.000220599,0.00004602978,0.000008228998,0.0001021213,0.00006975618,0.0002294501],"category_scores_gemma":[0.002480224,0.0001419959,0.00004447789,0.0004499767,0.0005403414,0.00008145424,0.00003920711,0.0002459841,0.00001289668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005441163,"about_ca_system_score_gemma":0.0007462403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001755529,"about_ca_topic_score_gemma":0.00002616837,"domain_scores_codex":[0.9977753,0.0002035326,0.0003765905,0.0003707896,0.0008512927,0.0004225441],"domain_scores_gemma":[0.9977039,0.0003314524,0.00002991944,0.0003611886,0.0007932716,0.0007802485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01314357,0.002526597,0.9436815,0.00726504,0.00004845511,0.0003653607,0.000413473,0.00001474402,0.01399937,0.002617286,0.01055676,0.005367858],"study_design_scores_gemma":[0.01097308,0.00652791,0.9700668,0.003053089,0.0002271065,0.000004991244,0.000175869,0.00006143474,0.006516914,0.0001067097,0.002093766,0.0001923519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830241,0.0006487031,0.002705071,0.007035438,0.0002028783,0.004432175,0.0004184263,0.00005038061,0.001482867],"genre_scores_gemma":[0.9974262,0.000002227074,0.000127316,0.0008278191,0.0002719709,0.000315418,0.0009585421,0.00003148954,0.00003898056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02638529,"threshold_uncertainty_score":0.5790425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01760870878145092,"score_gpt":0.3416817916954849,"score_spread":0.324073082914034,"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."}}