{"id":"W1906964079","doi":"10.1111/hdi.12053","title":"Who may not benefit from continuous renal replacement therapy in acute kidney injury?","year":2013,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Renal replacement therapy; Acute kidney injury; Odds ratio; Discontinuation; Confidence interval; Sepsis; Hemodialysis; Retrospective cohort study; Hazard ratio; 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":[0.0005038293,0.0001805377,0.0007580685,0.000558251,0.0007476902,0.0007983712,0.0002883638,0.0007493414,0.001377485],"category_scores_gemma":[0.002788658,0.0001465553,0.0005342838,0.0009759385,0.0004591096,0.0009458163,0.0003631084,0.0008085408,0.0002628849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002537124,"about_ca_system_score_gemma":0.0007009529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002906373,"about_ca_topic_score_gemma":0.003784464,"domain_scores_codex":[0.9995958,0.00009960861,0.00005439172,0.00006426776,0.00007519045,0.0001107484],"domain_scores_gemma":[0.9984842,0.00028198,0.0006020216,0.00004555199,0.0001036261,0.000482541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001614541,0.0001159086,0.9935868,0.00002807515,0.00004212526,0.0006129984,0.0001750123,0.0000355001,0.0001278089,0.00007357069,0.0002505162,0.004790115],"study_design_scores_gemma":[0.00004352162,0.0003928266,0.9926306,0.0000699712,0.0001084201,0.00304358,0.001516776,0.0004171572,0.00006203576,0.0005019865,0.001197818,0.00001528003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963581,0.001533689,0.0001006072,0.000939841,0.00004532043,0.00001343405,0.00009444318,0.000002697138,0.0009118873],"genre_scores_gemma":[0.9985881,0.0005150637,0.00007889046,0.0004741748,0.0001034491,0.000007383204,0.0001087975,0.000001251682,0.0001227827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002906373,"threshold_uncertainty_score":0.005778909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052172974634923,"score_gpt":0.3169980946439115,"score_spread":0.2964763648975622,"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."}}