{"id":"W2099727549","doi":"10.1016/j.ccc.2003.12.006","title":"Clinical consequences of anemia and red cell transfusion in the critically ill","year":2004,"lang":"en","type":"review","venue":"Critical Care Clinics","topic":"Blood transfusion and management","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Critically ill; Intensive care medicine; Red Blood Cell Transfusion; Anemia; Critical illness; Blood transfusion; Immunology; 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":[],"consensus_categories":[],"category_scores_codex":[0.001308787,0.000360193,0.002092116,0.0001334695,0.0000593587,0.00002578499,0.0002871166,0.0007596808,0.00008757896],"category_scores_gemma":[0.002914852,0.0002308415,0.0007263349,0.0002875346,0.001461851,0.00003224021,0.00006173133,0.001406915,0.00001043275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004108633,"about_ca_system_score_gemma":0.0006557197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001873525,"about_ca_topic_score_gemma":0.00002168967,"domain_scores_codex":[0.9960371,0.0005996485,0.001922818,0.000636772,0.0004566497,0.000347029],"domain_scores_gemma":[0.9953627,0.003220827,0.00008855757,0.0005849672,0.0004924263,0.0002505398],"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":[0.00008134188,0.000916877,0.0001462634,0.1686951,0.00003712511,0.000766098,0.0004515253,4.428455e-8,0.000001042679,0.009633564,0.0002276802,0.8190434],"study_design_scores_gemma":[0.002471799,0.001764594,0.0001809015,0.02900263,0.005394246,0.000174086,0.002505722,0.0000010516,0.000003240825,0.00120872,0.9568869,0.0004060759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001395461,0.988286,0.00009010705,0.003347746,0.0004482509,0.001554102,0.0000733116,0.000030003,0.006030919],"genre_scores_gemma":[0.005084428,0.9899299,0.001327189,0.003346702,0.0001350954,0.00005067902,0.00006217711,0.00003708158,0.00002680172],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9566593,"threshold_uncertainty_score":0.9413444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09690193567446984,"score_gpt":0.4454290666428394,"score_spread":0.3485271309683695,"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."}}