{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002921873,0.0001112802,0.0002218506,0.0003754944,0.00004935271,0.00001180491,0.00005174241,0.0001464228,0.0003187386],"category_scores_gemma":[0.0001529778,0.0001029523,0.00005338794,0.0002931081,0.0002040316,0.0001060709,0.000007626147,0.0003152854,0.00004139349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001432687,"about_ca_system_score_gemma":0.0001700939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008656103,"about_ca_topic_score_gemma":0.0001422105,"domain_scores_codex":[0.9989899,0.00008749803,0.0002033411,0.0002925559,0.0001788736,0.0002478352],"domain_scores_gemma":[0.9991648,0.0001103281,0.00002517136,0.0002005581,0.00004038042,0.0004587387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002888094,0.0001455406,0.6171631,0.0001596077,0.0001367576,0.0002018682,0.0003872992,4.736671e-7,0.3732316,0.0001654876,0.004181526,0.001338623],"study_design_scores_gemma":[0.003345778,0.0001137711,0.9877341,0.00002180889,0.000397756,0.0001022899,0.00001483973,0.0004870567,0.002031154,0.0002690791,0.005372038,0.0001103163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827582,0.00003503723,0.0001116129,0.01593191,0.00008586565,0.0003150262,0.00009994357,0.00004416237,0.0006182719],"genre_scores_gemma":[0.9914631,0.0001644399,0.0008321453,0.006781994,0.00008306008,0.00007749816,0.0005381174,0.00001417003,0.00004545625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3712004,"threshold_uncertainty_score":0.4198271,"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."}}