{"id":"W4205249521","doi":"10.1097/pcc.0000000000002890","title":"Balanced Versus Unbalanced Fluid in Critically Ill Children: Systematic Review and Meta-Analysis*","year":2022,"lang":"en","type":"review","venue":"Pediatric Critical Care Medicine","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Hospital for Sick Children; University of Toronto; Université de Montréal; McMaster University; Centre Hospitalier Universitaire Sainte-Justine; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Hyperchloremia; Meta-analysis; Acute kidney injury; Population; Randomized controlled trial; Renal replacement therapy; Observational study; Internal medicine; Intensive care medicine; Acidosis","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":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001912703,0.001204386,0.01685707,0.001565024,0.0001510636,0.00006340111,0.0005045304,0.0004442426,0.002247925],"category_scores_gemma":[0.03215175,0.0008498207,0.002285456,0.004772624,0.0003667672,0.0001939803,0.0002423096,0.001610363,0.00004306044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006491707,"about_ca_system_score_gemma":0.0004854058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004298988,"about_ca_topic_score_gemma":0.00002642582,"domain_scores_codex":[0.9905981,0.001425647,0.003411228,0.001652928,0.001970507,0.0009415534],"domain_scores_gemma":[0.9899831,0.006043076,0.0004522248,0.001554928,0.001195929,0.0007707148],"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":[0.00004315269,0.0001203693,0.00003888811,0.9780182,0.01400942,0.0003402204,0.0001660337,1.96674e-7,3.018888e-8,0.000207647,0.0002718181,0.006783995],"study_design_scores_gemma":[0.001580008,0.0007046357,0.0000872706,0.02111956,0.9668863,0.0002049307,0.0006918018,0.000003587989,3.095093e-8,0.0000144248,0.008004378,0.0007030805],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005548023,0.9888944,0.00005876822,0.003541462,0.000538565,0.006036177,0.0003039485,0.0001493042,0.0004718129],"genre_scores_gemma":[0.0004637177,0.9909747,0.0002926269,0.003612518,0.0005561686,0.002042704,0.001861527,0.0001370642,0.00005896324],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9568987,"threshold_uncertainty_score":0.9993953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09294740415236045,"score_gpt":0.4029339170907295,"score_spread":0.309986512938369,"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."}}