{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000600623,0.0001563992,0.000258461,0.0002662744,0.00008013151,0.0001219728,0.0005663687,0.00009535,0.002408011],"category_scores_gemma":[0.0001976044,0.0001000158,0.0002690968,0.0002131163,0.0001445314,0.000276868,0.0001141402,0.0006318245,0.0002245013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000253463,"about_ca_system_score_gemma":0.000507834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004304361,"about_ca_topic_score_gemma":0.00007688849,"domain_scores_codex":[0.9974245,0.00007049547,0.0006734582,0.0001488361,0.001419147,0.0002635299],"domain_scores_gemma":[0.998247,0.0001230655,0.0003038304,0.0002202185,0.0009608786,0.0001450505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01243965,0.0004571317,0.003327813,0.000008262007,0.001614709,0.003557456,0.0003232053,0.00007079688,0.4788805,0.0008665097,0.4913223,0.007131618],"study_design_scores_gemma":[0.005998176,0.003355007,0.04397736,0.0007210867,0.001483226,0.03209951,0.0006438078,0.0004474813,0.4438564,0.02363876,0.4429451,0.0008341037],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9155732,0.0000880887,0.001685093,0.0784527,0.0008912366,0.0001839359,0.0001785222,0.00002473952,0.002922458],"genre_scores_gemma":[0.9872372,0.00003455763,0.001561873,0.001829079,0.004861228,0.000005816911,0.00003619738,0.00003574737,0.004398365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07662362,"threshold_uncertainty_score":0.9985039,"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."}}