{"id":"W2012332776","doi":"10.1159/000078493","title":"Continuous Renal Replacement Therapy after Cardiac Surgery","year":2004,"lang":"en","type":"article","venue":"Blood Purification","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Renal replacement therapy; Medicine; Cardiac surgery; Surgery; Intensive care medicine; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006005979,0.0001265789,0.0002689701,0.0001397572,0.00005529592,0.00002874514,0.00006897488,0.00009846161,0.0002842486],"category_scores_gemma":[0.0001211059,0.0001084454,0.0001464158,0.000226324,0.00005950672,0.00008204111,0.0000153915,0.0001686456,0.0002482976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007759921,"about_ca_system_score_gemma":0.000304056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003156178,"about_ca_topic_score_gemma":5.319396e-7,"domain_scores_codex":[0.9985971,0.0000729827,0.0002864471,0.0003162845,0.000451627,0.0002755032],"domain_scores_gemma":[0.9989115,0.00004999961,0.00007694239,0.0006057048,0.0001748045,0.0001810285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006068416,0.002784401,0.1752688,0.0001335864,0.001147723,0.0001923514,0.001132897,4.655133e-7,0.6669118,0.0005510914,0.0876453,0.05816313],"study_design_scores_gemma":[0.003517476,0.000645627,0.2127617,0.0001143959,0.0002047585,0.00007696222,0.00007679583,0.000002462177,0.5036652,0.0001539752,0.2784964,0.0002841851],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881281,0.001245683,0.0002733583,0.006967749,0.0001725681,0.0009495457,0.00010307,0.0001187685,0.002041182],"genre_scores_gemma":[0.9939409,0.000748497,0.0007240778,0.0006693059,0.0003972719,0.0005649719,0.0005230074,0.00003149639,0.002400411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1908512,"threshold_uncertainty_score":0.4422274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02520065676040648,"score_gpt":0.2910091080410108,"score_spread":0.2658084512806043,"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."}}