{"id":"W2122522436","doi":"10.1053/j.jvca.2004.01.004","title":"Transfusion trigger Hct 25%: above or below, which is better? pro: Hct <25% is better","year":2004,"lang":"en","type":"review","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Blood transfusion and management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Hematocrit; Cardiopulmonary bypass; Blood conservation; Intensive care medicine; Blood transfusion; Anesthesia; Autologous blood; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000919103,0.0008514296,0.002753588,0.001328249,0.0002881239,0.0009654753,0.0009698513,0.001222098,0.004228751],"category_scores_gemma":[0.002127618,0.00026398,0.0005219302,0.001700851,0.0004439701,0.001086939,0.0003536713,0.00182204,0.001731113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007329925,"about_ca_system_score_gemma":0.001330439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001755664,"about_ca_topic_score_gemma":0.004323859,"domain_scores_codex":[0.9996836,0.000071492,0.00006728873,0.00004018033,0.0001140982,0.00002333699],"domain_scores_gemma":[0.9990686,0.000523787,0.0002158451,0.00001038638,0.000132906,0.00004858643],"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":[0.0002766582,0.00007184943,0.0005534391,0.02120925,0.0001927626,0.0002667178,0.00003085381,0.0002044683,0.0004096129,0.001106176,0.04017339,0.9355048],"study_design_scores_gemma":[0.0004119622,0.0004392573,0.007185606,0.03412862,0.001763077,0.005910453,0.0002736837,0.0002674857,0.0009843342,0.003618184,0.9449434,0.00007399987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.00009175263,0.9988715,0.00003763556,0.0003442547,0.0001813175,0.000002771976,0.000008598823,0.000002969028,0.0004591952],"genre_scores_gemma":[0.001161947,0.9975663,0.0001638925,0.0004577645,0.0003224353,0.000007343273,0.00002071189,0.000001012949,0.0002985479],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.004228751,"threshold_uncertainty_score":0.01414657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02903246156758419,"score_gpt":0.3193127650477522,"score_spread":0.290280303480168,"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."}}