{"id":"W2012202434","doi":"10.1007/s00134-015-3794-1","title":"Fluid type and the use of renal replacement therapy in sepsis: a systematic review and network meta-analysis","year":2015,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Resuscitation; Renal replacement therapy; Hydroxyethyl starch; Sepsis; Meta-analysis; Odds ratio; Randomized controlled trial; Intensive care medicine; Relative risk; Internal medicine; Confidence interval; Emergency medicine; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00149091,0.000580033,0.0154148,0.0003147105,0.00002998994,0.00001236863,0.000115791,0.0001569935,0.0001169955],"category_scores_gemma":[0.004760115,0.000224883,0.001073727,0.001391516,0.0003556554,0.00002722575,0.0000862623,0.0002898701,0.000003256061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000150974,"about_ca_system_score_gemma":0.0001588565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003136537,"about_ca_topic_score_gemma":0.00005802106,"domain_scores_codex":[0.9959556,0.0009875678,0.001735516,0.0005483297,0.0005415184,0.0002314875],"domain_scores_gemma":[0.9920245,0.001609214,0.0009563788,0.001067149,0.00417767,0.0001650944],"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":[0.0002221209,0.00004744766,0.00007277434,0.6105844,0.3401385,0.0001437001,0.001433966,0.000002292672,3.071129e-8,0.00004789531,0.03984349,0.007463296],"study_design_scores_gemma":[0.001510301,0.0007168,0.000005196512,0.2066432,0.6749704,0.0001108715,0.0006007007,0.000004504584,8.625714e-8,0.000004208292,0.115305,0.0001287748],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000726677,0.9903778,0.00000253876,0.003067638,0.00008286668,0.006392234,0.00002560971,0.00001075549,0.00003329611],"genre_scores_gemma":[0.00006130514,0.9875953,0.00003918119,0.01087003,0.00007244098,0.0009438195,0.0002232865,0.0000370446,0.0001576249],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4039412,"threshold_uncertainty_score":0.9992024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4075662093721433,"score_gpt":0.440174637785241,"score_spread":0.03260842841309769,"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."}}