{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000425594,0.0001683374,0.0002067619,0.0003863394,0.0003744591,0.0003951574,0.0002587538,0.0003336806,0.001141112],"category_scores_gemma":[0.001810282,0.0001456387,0.0003126993,0.0006093836,0.0002221894,0.0002222777,0.0002965321,0.0003846353,0.00007914476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005930614,"about_ca_system_score_gemma":0.0007874212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0605178,"about_ca_topic_score_gemma":0.07128554,"domain_scores_codex":[0.9997634,0.00005343386,0.00001801302,0.00004153725,0.00005584488,0.00006768957],"domain_scores_gemma":[0.9989723,0.0001098213,0.0004808142,0.00004455523,0.0001468925,0.0002456181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003908271,0.000009275144,0.9993647,0.000004299794,0.00002064513,0.00001782353,0.00002694821,0.00001088212,0.00002610623,0.000005339006,0.00005457615,0.0004204217],"study_design_scores_gemma":[0.000006460541,0.0000276701,0.9996189,0.00000572137,0.00002035366,0.00007986362,0.00005653277,0.00007361622,0.000009537059,0.00001268147,0.00008731402,0.000001348363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99918,0.0002925437,0.00002760302,0.0000895483,0.000004175842,0.000004199529,0.000200062,0.000001737652,0.0002001258],"genre_scores_gemma":[0.9995745,0.0001320624,0.00002245805,0.00001986398,0.000007819138,0.000002510488,0.0001752632,4.300079e-7,0.00006501042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0605178,"threshold_uncertainty_score":0.120331,"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."}}