{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003411687,0.0001271684,0.0002626041,0.0002824167,0.000329624,0.0004526449,0.0001951952,0.0002253295,0.00138375],"category_scores_gemma":[0.002062638,0.00004084271,0.0002234679,0.0004399128,0.0002473925,0.0001737907,0.0002317629,0.000386985,0.000140693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004815772,"about_ca_system_score_gemma":0.0006765263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001565887,"about_ca_topic_score_gemma":0.002054777,"domain_scores_codex":[0.9996518,0.00006025259,0.00003461359,0.00003869261,0.000118434,0.00009631036],"domain_scores_gemma":[0.9970641,0.0004796859,0.001574107,0.00005524846,0.0002498432,0.0005771001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003060127,0.00006750699,0.9906312,0.00004980241,0.00004488657,0.0008183618,0.00004902838,0.00006573674,0.0003892797,0.00002758362,0.0001641178,0.007386506],"study_design_scores_gemma":[0.00003848331,0.0008346896,0.9930475,0.00004251902,0.00004794042,0.004737955,0.00008506647,0.0001762287,0.0002681148,0.00003867998,0.0006776756,0.000005074566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996241,0.002290485,0.00008917104,0.0001248739,0.00001589518,0.00001108561,0.0001113856,0.000004423927,0.001111564],"genre_scores_gemma":[0.9991916,0.0004017056,0.00006364629,0.00005358762,0.00003734054,0.000004894175,0.0001487356,6.991884e-7,0.00009796896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001565887,"threshold_uncertainty_score":0.004629135,"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."}}