{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002245991,0.0009291408,0.006718746,0.0007090369,0.0003351698,0.00002526528,0.0002589647,0.0008084705,0.0002398669],"category_scores_gemma":[0.002247771,0.000663357,0.006914099,0.0004887962,0.0003572818,0.00005615262,0.00002783892,0.0004325075,0.0000136017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002199396,"about_ca_system_score_gemma":0.0003511074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006093082,"about_ca_topic_score_gemma":0.00001544707,"domain_scores_codex":[0.9949426,0.0002558698,0.001690704,0.001318722,0.0008737739,0.0009183279],"domain_scores_gemma":[0.9939578,0.003498084,0.00009727335,0.00104499,0.0007062236,0.0006955969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001551129,0.00008305744,5.700758e-7,0.1993887,0.0007431544,0.00005497105,0.000148478,1.671679e-7,0.00000481403,0.001365215,0.007509122,0.7905467],"study_design_scores_gemma":[0.003670692,0.001074752,5.299211e-7,0.04188537,0.03872002,0.0001309377,0.0005356996,0.00001320698,0.00001441827,0.00009818582,0.9132828,0.000573431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002299254,0.8588362,0.1270943,0.002589145,0.002543093,0.007553925,0.0001139758,0.0002073289,0.00105977],"genre_scores_gemma":[0.0001086809,0.9903688,0.001326887,0.001070451,0.002925242,0.002174566,0.001489255,0.0002584387,0.0002776623],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9057736,"threshold_uncertainty_score":0.9995818,"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."}}