{"id":"W2097788245","doi":"10.1186/cc13184","title":"High-volume hemofiltration for septic acute kidney injury: a systematic review and meta-analysis","year":2014,"lang":"en","type":"review","venue":"Critical Care","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Ottawa Hospital; University of Ottawa","funders":"Alberta Innovates","keywords":"Medicine; Acute kidney injury; Hemofiltration; Meta-analysis; Intensive care medicine; Emergency medicine; Internal medicine; Hemodialysis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001081088,0.0007624422,0.01530805,0.0004702639,0.0001523049,0.0001388981,0.0003577643,0.0005521571,0.001301836],"category_scores_gemma":[0.01053814,0.0004934893,0.004792396,0.0009890905,0.0002470158,0.0001081947,0.0001421778,0.0006653623,0.0002312367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000267681,"about_ca_system_score_gemma":0.0006335403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004783756,"about_ca_topic_score_gemma":4.941119e-7,"domain_scores_codex":[0.9951474,0.0007982082,0.001644158,0.0009949929,0.0007923841,0.0006228316],"domain_scores_gemma":[0.9950076,0.0007828443,0.0002753532,0.001503803,0.001212567,0.001217814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000006662774,0.0000226542,1.149967e-7,0.885066,0.07750133,0.00001852815,0.00001302395,7.15778e-10,1.835934e-7,0.0007133407,0.03607008,0.0005880325],"study_design_scores_gemma":[0.0001249164,0.0003643822,4.32021e-8,0.04143111,0.7692401,0.00009097889,0.00001355674,0.000007712913,6.317455e-7,0.00002849577,0.1883686,0.0003294283],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.08323e-8,0.9761591,0.001220241,0.004394953,0.00006547535,0.008343839,0.009503811,0.00008326061,0.0002292917],"genre_scores_gemma":[0.00002578727,0.9753019,0.002158704,0.005756691,0.0001732958,0.007228226,0.006711372,0.000132365,0.00251167],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.843635,"threshold_uncertainty_score":0.9997517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1010389356837718,"score_gpt":0.4606718489697636,"score_spread":0.3596329132859918,"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."}}