{"id":"W2105497064","doi":"10.1016/j.tmrv.2015.04.001","title":"Preoperative Autologous Blood Donation: Waning Indications in an Era of Improved Blood Safety","year":2015,"lang":"en","type":"review","venue":"Transfusion Medicine Reviews","topic":"Blood transfusion and management","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"Héma-Québec; Canadian Blood Services","funders":"","keywords":"Medicine; Autologous blood; Donation; Residual risk; Blood transfusion; Blood donor; Intensive care medicine; Anemia; Surgery; Blood collection; Informed consent; Latin Americans; Medical emergency; Alternative medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00326283,0.0008634732,0.006396464,0.0008051471,0.0001173623,0.00001183062,0.0004984656,0.0005712528,0.001160304],"category_scores_gemma":[0.0002952889,0.0005877139,0.000615174,0.001826215,0.0002720543,0.0001678514,0.00006007511,0.001655234,0.00003480957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116936,"about_ca_system_score_gemma":0.0008803659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000404639,"about_ca_topic_score_gemma":0.0007948704,"domain_scores_codex":[0.9929106,0.001093682,0.003659629,0.001049709,0.0008176973,0.0004687369],"domain_scores_gemma":[0.9968055,0.0001730797,0.0008938624,0.001252495,0.0003654455,0.0005095685],"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":[0.00005296283,0.001532333,0.00005614556,0.03537369,0.0003589711,0.00004077027,0.001843288,2.347483e-7,0.00007756406,0.0005236523,0.0001866222,0.9599538],"study_design_scores_gemma":[0.006518531,0.002218632,0.0001757385,0.08642267,0.01879125,0.000211981,0.000188871,0.00001438694,0.00001291272,0.00002848429,0.8848819,0.0005346367],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001279772,0.9835815,0.000588658,0.0009875393,0.0002674732,0.0106021,0.00004200025,0.0001073332,0.003695405],"genre_scores_gemma":[0.00002399256,0.9944624,0.002673705,0.0003498309,0.000320256,0.0008149029,0.0008787917,0.0001000803,0.0003760684],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9594191,"threshold_uncertainty_score":0.9997528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07473983950108956,"score_gpt":0.3767818868072644,"score_spread":0.3020420473061748,"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."}}