{"id":"W2113465874","doi":"10.1186/s13643-015-0016-4","title":"Role of preoperative intravenous iron therapy to correct anemia before major surgery: study protocol for systematic review and meta-analysis","year":2015,"lang":"en","type":"article","venue":"Systematic Reviews","topic":"Blood transfusion and management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Innovates; University of Alberta","keywords":"Medicine; Perioperative; Meta-analysis; Cochrane Library; Randomized controlled trial; Adverse effect; Blood transfusion; Intensive care unit; MEDLINE; Anemia; Intensive care medicine; Relative risk; Placebo; Blood management; Emergency medicine; Surgery; Confidence interval; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04066601,0.005408444,0.02404917,0.009383641,0.001968798,0.00604311,0.004266178,0.004967053,0.04260308],"category_scores_gemma":[0.06968744,0.003680493,0.03130191,0.009098371,0.002464799,0.005170399,0.003465323,0.004613302,0.003239806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009530621,"about_ca_system_score_gemma":0.02565069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006616546,"about_ca_topic_score_gemma":0.01295136,"domain_scores_codex":[0.9791558,0.008698747,0.006977319,0.001995596,0.002270793,0.0009017992],"domain_scores_gemma":[0.9774179,0.009320722,0.005807085,0.002044117,0.00466762,0.0007425891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.007204493,0.0001214904,0.0010124,0.9305022,0.03626298,0.0002089323,0.0003750784,0.0008492853,0.0004994464,0.00127406,0.008894304,0.01279529],"study_design_scores_gemma":[0.0911226,0.002365468,0.01202691,0.4269818,0.3630915,0.0004474849,0.0009077987,0.003189356,0.001847087,0.01107699,0.08631399,0.000629084],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001916612,0.02170401,0.0051771,0.001094301,0.0007724268,0.9561137,0.01192502,0.0003257152,0.0009710965],"genre_scores_gemma":[0.002776369,0.004037716,0.005824656,0.0004414895,0.00004880858,0.9853948,0.0009921141,0.00002465035,0.0004593784],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04260308,"threshold_uncertainty_score":0.2150649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1095696667764995,"score_gpt":0.3831072918076073,"score_spread":0.2735376250311078,"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."}}