{"id":"W2093705233","doi":"10.1097/00045391-200209000-00003","title":"Perioperative Use of Erythropoietin","year":2002,"lang":"en","type":"review","venue":"American Journal of Therapeutics","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Erythropoietin; Erythropoiesis; Hematocrit; Perioperative; Anemia; Hypoxia (environmental); Autologous blood; Internal medicine; Surgery; Intensive care 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"],"consensus_categories":[],"category_scores_codex":[0.000166794,0.0004313816,0.003293026,0.0002620101,0.00004219147,0.00002404026,0.0001891274,0.000130682,0.0002595944],"category_scores_gemma":[0.00004041543,0.0002677915,0.001257997,0.0004192439,0.0007400331,0.00006152032,0.00003232621,0.0006842092,0.00002280228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002095024,"about_ca_system_score_gemma":0.000418619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001313203,"about_ca_topic_score_gemma":5.041776e-7,"domain_scores_codex":[0.9976164,0.0002643144,0.001236998,0.0001848802,0.0004520492,0.0002454023],"domain_scores_gemma":[0.9965746,0.0003132902,0.00216226,0.0003925081,0.0003840858,0.0001732239],"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":[0.00005032841,0.0004284637,0.00004947088,0.001366353,0.001949053,0.0001514504,0.0004484745,7.433729e-7,0.000005122423,0.00001911559,0.0005019532,0.9950294],"study_design_scores_gemma":[0.0005599894,0.003779944,0.000008501016,0.01054727,0.005102423,0.002320461,0.0004397485,0.000002723807,0.00001648657,0.0000016529,0.9770149,0.0002059097],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001911626,0.9985126,0.00004483557,0.0004598617,0.0001997952,0.0002888397,0.00002331315,0.000009072125,0.0002705265],"genre_scores_gemma":[0.0001493071,0.9888092,0.009156574,0.0003040695,0.0002607979,0.000003388192,0.000008114295,0.00008020644,0.001228386],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9948236,"threshold_uncertainty_score":0.9999774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1407321488729466,"score_gpt":0.3830210308565247,"score_spread":0.2422888819835781,"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."}}