{"id":"W2135163018","doi":"10.1001/jama.2009.1322","title":"Chronic Dialysis and Death Among Survivors of Acute Kidney Injury Requiring Dialysis","year":2009,"lang":"en","type":"article","venue":"JAMA","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":794,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Dialysis; Acute kidney injury; Kidney disease; Hazard ratio; Renal replacement therapy; Intensive care medicine; Population; Context (archaeology); Internal medicine; Confidence interval","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":[],"consensus_categories":[],"category_scores_codex":[0.0006012736,0.0002160526,0.0006368375,0.0004175802,0.00009051475,0.0000458122,0.0001968861,0.0001981732,0.0003304856],"category_scores_gemma":[0.0007650779,0.0001850627,0.0002049546,0.0007018749,0.0001559164,0.0002940925,0.0001251507,0.000378394,0.00002581432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001817734,"about_ca_system_score_gemma":0.0002902859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003370749,"about_ca_topic_score_gemma":0.00001273064,"domain_scores_codex":[0.9979943,0.0001032742,0.0004352974,0.0004087863,0.0005848811,0.0004734862],"domain_scores_gemma":[0.9983052,0.00007552314,0.0001439178,0.0006338693,0.0001998295,0.0006416875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009417836,0.0002632616,0.6547837,0.0002849539,0.002133696,0.0002379706,0.001123133,7.863006e-7,0.1400589,0.0003268971,0.04713725,0.1527077],"study_design_scores_gemma":[0.005188556,0.002239926,0.8847963,0.0003814622,0.0023447,0.00004449366,0.00008043767,0.001180492,0.08920148,0.0004061564,0.01363418,0.0005017808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853324,0.000185799,0.000167721,0.005785056,0.00007257318,0.0003444975,0.0002114013,0.00007553562,0.007825056],"genre_scores_gemma":[0.9956601,0.00059588,0.0005230834,0.0007065319,0.0005183763,0.00002008854,0.000133554,0.00002921192,0.001813149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2300126,"threshold_uncertainty_score":0.7546638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680266216892931,"score_gpt":0.3128893582021233,"score_spread":0.2960866960331939,"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."}}