{"id":"W7099815433","doi":"","title":"for the Alberta Kidney Disease Network ACUTE RENAL FAILURE (ARF) ISincreasinglycommonandisas-sociatedwithhighcostsandad-verseclinicaloutcomes,includ-","year":2015,"lang":"en","type":"article","venue":"","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"MEDLINE; Kidney disease; Cohort; Renal replacement therapy; Cohort study; Acute kidney injury; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007193846,0.0005868888,0.001881922,0.008070407,0.001592915,0.003185503,0.001303714,0.001267433,0.04551473],"category_scores_gemma":[0.0221189,0.0002543086,0.001413586,0.01329386,0.0009577305,0.001333983,0.001295632,0.0009778766,0.002769195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009724764,"about_ca_system_score_gemma":0.04589757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2946467,"about_ca_topic_score_gemma":0.5909919,"domain_scores_codex":[0.9958062,0.001072833,0.0006277144,0.0004043058,0.001838877,0.0002499691],"domain_scores_gemma":[0.9867314,0.006122048,0.002694508,0.0003044109,0.003388662,0.0007590692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001266879,0.0001367128,0.03880168,0.1337816,0.001660311,0.0006011782,0.0008562737,0.0003729824,0.0005941646,0.008180632,0.2416568,0.5720907],"study_design_scores_gemma":[0.0007528008,0.0003549313,0.1203525,0.1272038,0.004815673,0.0009173866,0.001384882,0.0002952636,0.0004334614,0.003136951,0.7402593,0.00009306073],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005982565,0.926985,0.0004827084,0.01032657,0.00167056,0.0004645407,0.01648818,0.000077222,0.03752258],"genre_scores_gemma":[0.05673167,0.9023733,0.004873298,0.006964253,0.0015827,0.0007762361,0.01200949,0.00005011214,0.01463892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2946467,"threshold_uncertainty_score":0.5858633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03093567632569676,"score_gpt":0.3073799574488021,"score_spread":0.2764442811231053,"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."}}