{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003372271,0.0001929445,0.0004638885,0.0005892694,0.0001430692,0.00005672889,0.000413392,0.000140216,0.0006937048],"category_scores_gemma":[0.001530939,0.0001627836,0.0002605212,0.0002205617,0.0003327149,0.000798699,0.0001969614,0.0001780954,0.0000105151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001816382,"about_ca_system_score_gemma":0.0002689447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001412968,"about_ca_topic_score_gemma":0.00000755243,"domain_scores_codex":[0.9974079,0.00005334497,0.0006130754,0.0003729761,0.001339334,0.0002133994],"domain_scores_gemma":[0.9964071,0.00004087598,0.0008806103,0.0007485537,0.001695116,0.0002277617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003559525,0.0003449744,0.9763192,0.00004264073,0.003588263,0.000005921273,0.0001332389,0.0000147341,0.008267603,0.00006581446,0.005119224,0.002538838],"study_design_scores_gemma":[0.002979936,0.001118445,0.969457,0.0002396314,0.001420867,0.00000230505,0.00001770385,0.0009976819,0.0228517,0.00007377945,0.0006627764,0.0001782263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885054,0.00000316288,0.003494473,0.0004616682,0.0005639112,0.0003451519,0.001131444,0.00002926222,0.005465543],"genre_scores_gemma":[0.9954984,0.00003674684,0.0006089017,0.0001101587,0.0002686539,0.00003914982,0.00246082,0.00003418135,0.0009430576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01458409,"threshold_uncertainty_score":0.7595581,"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."}}