{"id":"W1938695195","doi":"10.1177/039139880602901102","title":"Renal Recovery after Severe Acute Renal Failure","year":2006,"lang":"en","type":"article","venue":"The International Journal of Artificial Organs","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Renal replacement therapy; Hemodialysis; Odds ratio; Oliguria; Creatinine; Acute kidney injury; Kidney disease; Renal function; Internal medicine; Population; Septic shock; Anuria; Sepsis; Urology","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":[0.0006511053,0.0002308714,0.0004463064,0.000455244,0.0004229407,0.0004583784,0.0003267188,0.0002622571,0.001022983],"category_scores_gemma":[0.003456613,0.00007703892,0.000195349,0.0004574136,0.0005174019,0.0003262591,0.0005555734,0.0006021618,0.0002105098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003129194,"about_ca_system_score_gemma":0.000588145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001822081,"about_ca_topic_score_gemma":0.001456547,"domain_scores_codex":[0.9994843,0.0001280229,0.00005492041,0.00005895601,0.0001073873,0.0001663709],"domain_scores_gemma":[0.9971877,0.0005130695,0.001503859,0.00008150986,0.0002322088,0.0004817598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002509357,0.00006943722,0.9852583,0.0000909252,0.00004671586,0.001621387,0.0001343612,0.0001175952,0.0005615119,0.0000475638,0.0004825719,0.01131868],"study_design_scores_gemma":[0.00001007564,0.0002675086,0.9936884,0.00003644741,0.0000132756,0.00496612,0.0001076185,0.0001464467,0.0001996404,0.0001104588,0.0004499436,0.000004159629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965754,0.001622261,0.0002010965,0.000306855,0.00001333485,0.0000171106,0.000156821,0.00001938545,0.001087715],"genre_scores_gemma":[0.9991116,0.0003978677,0.00006215918,0.00009724106,0.00003325247,0.000004591439,0.000173768,0.000001386077,0.0001181854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001822081,"threshold_uncertainty_score":0.00362289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125214902522753,"score_gpt":0.2914141423352737,"score_spread":0.2788926520829984,"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."}}