{"id":"W4200600392","doi":"10.1186/s12882-021-02621-6","title":"Blood and urinary cytokine balance and renal outcomes at cardiac surgery","year":2021,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Medicine; Urinary system; Biomarker; Creatinine; Inflammation; Acute kidney injury; Nephrology; Perioperative; Internal medicine; Perfusion; Urology; Cardiac surgery; Gastroenterology; Anesthesia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003103267,0.0002376539,0.0003151534,0.0004796155,0.0001936296,0.0005628885,0.0001272227,0.000294963,0.001203368],"category_scores_gemma":[0.001226189,0.00008460168,0.0002697295,0.0005599646,0.0002284052,0.000289477,0.0002551626,0.0005297372,0.0001762416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002146211,"about_ca_system_score_gemma":0.0002528879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005294323,"about_ca_topic_score_gemma":0.0005136511,"domain_scores_codex":[0.999778,0.00004378215,0.00002700836,0.000050757,0.00005394826,0.00004650995],"domain_scores_gemma":[0.9988287,0.0001664375,0.0005745252,0.00004155993,0.00009715828,0.0002916554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006428511,0.00004633207,0.9949451,0.00002823151,0.00005493869,0.000072785,0.00003547731,0.000068694,0.001549601,0.00001417036,0.00003802629,0.002503795],"study_design_scores_gemma":[0.000005335612,0.0002309757,0.9986675,0.000006940651,0.00003684101,0.0002482571,0.00004590306,0.0001118811,0.000530914,0.00003355616,0.00007797837,0.000003822026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985551,0.0007725314,0.0001162192,0.00002747616,0.00000641584,0.000004840174,0.0002080778,0.000004867819,0.000304546],"genre_scores_gemma":[0.9994966,0.0001614872,0.0000799539,0.0000136076,0.00001152886,0.000005637859,0.0001467409,0.000001036503,0.0000832978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001203368,"threshold_uncertainty_score":0.004025638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02845954978875698,"score_gpt":0.2985524638760488,"score_spread":0.2700929140872919,"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."}}