{"id":"W4389818759","doi":"10.1016/j.bja.2023.11.009","title":"Intravenous albumin in cardiac and vascular surgery: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital; Canadian Blood Services; Kingston Health Sciences Centre; Ottawa Hospital; Queen's University","funders":"Nagoya University Hospital; University of Cape Town; Canadian Blood Services; Monash University; Seoul National University Hospital; University of Oxford; Johns Hopkins University","keywords":"Medicine; Meta-analysis; Albumin; Confidence interval; Perioperative; Intensive care unit; Strictly standardized mean difference; Randomized controlled trial; Internal medicine; Placebo; Surgery; Anesthesia; Pathology","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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.006045012,0.0004539323,0.01695225,0.001266624,0.00005447756,0.0001323446,0.0001674013,0.0002561545,0.0000172727],"category_scores_gemma":[0.001434892,0.0003828287,0.004330772,0.001915359,0.00008330394,0.000138894,0.00003736218,0.0006673947,0.00000825446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001500858,"about_ca_system_score_gemma":0.000391109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001496417,"about_ca_topic_score_gemma":0.0001121901,"domain_scores_codex":[0.9941407,0.001569167,0.002810573,0.0004213494,0.0007316848,0.0003264869],"domain_scores_gemma":[0.9966449,0.0005626417,0.001788065,0.0004026271,0.0003009436,0.0003008617],"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":[0.000002603774,0.00005162173,0.00002352158,0.7633592,0.0916545,0.00341625,0.00004668795,2.021553e-7,1.328069e-8,0.000003978987,0.000311366,0.14113],"study_design_scores_gemma":[0.0001288067,0.00008154962,0.0005459295,0.2131858,0.7729806,0.004585311,0.00004672653,6.810349e-7,3.26169e-8,0.000009954797,0.008172981,0.000261579],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001343833,0.9976331,0.00001155758,0.0002089583,0.00003675533,0.001902263,0.00004665925,0.00001770038,0.000008595281],"genre_scores_gemma":[0.0000795775,0.9991944,0.0002341488,0.0001584498,0.00004757749,0.0001006162,0.00004403924,0.00008617375,0.00005499326],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6813262,"threshold_uncertainty_score":0.9998624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07771406129807955,"score_gpt":0.3271149351396077,"score_spread":0.2494008738415281,"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."}}