{"id":"W2110048044","doi":"10.1093/bja/aet068","title":"Inflammatory response, immunosuppression, and cancer recurrence after perioperative blood transfusions","year":2013,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Cancer, Stress, Anesthesia, and Immune Response","field":"Medicine","cited_by":532,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"National Cancer Institute","keywords":"Medicine; Perioperative; Immunosuppression; Immune system; Blood transfusion; Colorectal cancer; Cancer; Intensive care medicine; Oncology; Internal medicine; Immunology; Surgery","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"],"consensus_categories":[],"category_scores_codex":[0.0008263484,0.000581071,0.002647801,0.0004512037,0.0002360132,0.0002295095,0.0003393845,0.0004879212,0.0006219766],"category_scores_gemma":[0.000312838,0.0005000062,0.0008885339,0.0003205107,0.0004245632,0.0003769596,0.00005095551,0.001434895,0.00001538698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002303022,"about_ca_system_score_gemma":0.002764826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003055749,"about_ca_topic_score_gemma":0.00004198713,"domain_scores_codex":[0.9959778,0.001034719,0.001545301,0.0004322738,0.0005542244,0.0004557475],"domain_scores_gemma":[0.9975181,0.0002409147,0.000871017,0.000389513,0.0005600416,0.0004203662],"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":[0.001449022,0.000169731,0.0001573499,0.003216241,0.0004214291,0.004767017,0.0004724856,1.912312e-7,0.00002811985,0.000001939206,0.001586891,0.9877296],"study_design_scores_gemma":[0.001248628,0.0008135805,0.006364184,0.09390592,0.001932726,0.06363884,0.0001642898,5.554973e-7,0.00001178362,0.000001894218,0.831482,0.0004355837],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09165354,0.9069382,0.000002496531,0.0001998959,0.0002544975,0.0008473247,0.00004949501,0.00001847282,0.00003608306],"genre_scores_gemma":[0.0004211428,0.9972118,0.0002194813,0.0001111236,0.0006147982,0.0002077383,0.000007521871,0.0001100666,0.0010964],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.987294,"threshold_uncertainty_score":0.9997451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01703183680090813,"score_gpt":0.2958534521131948,"score_spread":0.2788216153122867,"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."}}