{"id":"W2607227482","doi":"10.1111/hdi.12545","title":"Predictors of post‐hospitalization recovery of renal function among patients with acute kidney injury requiring dialysis","year":2017,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dialysis; Renal function; Acute kidney injury; Hemodialysis; Population; Intensive care medicine; Retrospective cohort study; Renal replacement therapy; Emergency medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0005094405,0.0001820926,0.0002408253,0.0004055111,0.0003292579,0.0005360745,0.000274545,0.0003279133,0.001533067],"category_scores_gemma":[0.00277368,0.0001136097,0.0002270618,0.0005653983,0.0002075397,0.0003913579,0.0003464874,0.0006203724,0.0001458656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000204953,"about_ca_system_score_gemma":0.0003869654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001899605,"about_ca_topic_score_gemma":0.001889791,"domain_scores_codex":[0.9996667,0.00007328924,0.00005360902,0.00004828717,0.0000789326,0.00007919008],"domain_scores_gemma":[0.9978235,0.0004849211,0.001000365,0.00006427751,0.0001706442,0.0004563384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002821381,0.00001773566,0.9994733,0.000002875007,0.000007018273,0.00002265872,0.00001365004,0.00001633356,0.00003219369,0.000003709203,0.00003934986,0.0003429292],"study_design_scores_gemma":[0.000003241499,0.00006357182,0.9994835,0.000003883349,0.000006794839,0.0001679405,0.00009268036,0.00009268319,0.00002624719,0.00000850664,0.0000494184,0.000001390292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994943,0.0001359549,0.00002989072,0.00004524258,0.000003680061,0.000003742369,0.0001101215,0.000001846606,0.0001750971],"genre_scores_gemma":[0.9997659,0.00003555794,0.00002098433,0.00001178313,0.000005334166,0.000002839798,0.0001281292,4.190604e-7,0.0000289402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001899605,"threshold_uncertainty_score":0.005128622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00943116557324669,"score_gpt":0.2722368703267831,"score_spread":0.2628057047535364,"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."}}