{"id":"W2051067837","doi":"10.1097/ccm.0000000000000548","title":"Transfusion Triggers for Guiding RBC Transfusion for Cardiovascular Surgery","year":2014,"lang":"en","type":"review","venue":"Critical Care Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hematocrit; Perioperative; Randomized controlled trial; Adverse effect; Blood transfusion; Myocardial infarction; Stroke (engine); Meta-analysis; Relative risk; Internal medicine; Anemia; Surgery; Intensive care medicine; Confidence interval","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":[0.006403123,0.001004807,0.004226696,0.001989859,0.0004307899,0.002383824,0.001270154,0.002050798,0.003535881],"category_scores_gemma":[0.03444473,0.0007561348,0.007162273,0.001738988,0.0005429858,0.001417494,0.0007100151,0.002065987,0.0003365836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001381186,"about_ca_system_score_gemma":0.002592412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002513041,"about_ca_topic_score_gemma":0.004997599,"domain_scores_codex":[0.9906613,0.004496126,0.002641122,0.0006515383,0.001328225,0.0002216927],"domain_scores_gemma":[0.9806105,0.0114802,0.006515767,0.0002473595,0.0009414931,0.0002046174],"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":[0.02679704,0.0005541561,0.03737951,0.5974218,0.08657295,0.0002076043,0.0005862149,0.00150482,0.001254874,0.001131418,0.009928803,0.2366608],"study_design_scores_gemma":[0.0335609,0.005764736,0.09236779,0.4346705,0.3998025,0.0009593007,0.000802802,0.002281111,0.003025072,0.00330393,0.02316222,0.0002990874],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02720742,0.9670254,0.0009999609,0.001366971,0.0007926797,0.0006747011,0.0004874371,0.00004465051,0.001400734],"genre_scores_gemma":[0.4863732,0.4980326,0.007352519,0.003788174,0.001597681,0.00156496,0.000782344,0.00003224934,0.0004763528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006403123,"threshold_uncertainty_score":0.03386331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1227399498336842,"score_gpt":0.381232929966295,"score_spread":0.2584929801326108,"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."}}