{"id":"W2164776924","doi":"10.1093/ndt/gfq647","title":"Biomarkers in kidney and heart disease","year":2010,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Cardiorenal syndrome; Intensive care medicine; Acute kidney injury; Kidney disease; Disease; Heart failure; Kidney; Renal function; Biomarker; Internal medicine; Pathology","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":[0.005802114,0.0008455688,0.002242454,0.003849442,0.0006753319,0.003778855,0.0008713885,0.002826816,0.003407009],"category_scores_gemma":[0.007904187,0.0002664195,0.0007183833,0.003762535,0.002945681,0.003376078,0.002868616,0.003442814,0.001194696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245466,"about_ca_system_score_gemma":0.002124353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001189042,"about_ca_topic_score_gemma":0.001205284,"domain_scores_codex":[0.996449,0.001708067,0.0004952084,0.0003196144,0.0008090506,0.0002190575],"domain_scores_gemma":[0.9947509,0.002566609,0.0008796826,0.0002640994,0.0009917031,0.0005470205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005069489,0.0002124839,0.02445391,0.006568645,0.000708802,0.002074877,0.0008009474,0.0008253255,0.004002861,0.1198672,0.07311489,0.7668632],"study_design_scores_gemma":[0.00008393225,0.0005772634,0.03205606,0.005514901,0.0002581296,0.009822354,0.0007882967,0.0005114819,0.001329851,0.1196293,0.8292736,0.0001547928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001622222,0.971789,0.001999003,0.01623059,0.003197769,0.00002123217,0.00008460215,0.00003438776,0.005021261],"genre_scores_gemma":[0.0518194,0.9031661,0.01095029,0.01398265,0.0140331,0.0001231798,0.0002890294,0.00002566519,0.00561056],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005802114,"threshold_uncertainty_score":0.03068483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154566375201894,"score_gpt":0.294491705973851,"score_spread":0.2829460422218321,"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."}}