{"id":"W2029679350","doi":"10.1016/j.ccc.2003.12.007","title":"Blood conservation for critically ill patients","year":2004,"lang":"en","type":"review","venue":"Critical Care Clinics","topic":"Blood transfusion and management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Intensive care medicine; Anemia; Sepsis; Phlebotomy; Intensive care unit; Critically ill; Erythropoietin; Critical illness; Etiology; Population; Bacteremia; 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":[0.0008714575,0.0009654197,0.002021254,0.002196458,0.0003404134,0.0009216834,0.0008294556,0.001244421,0.003876145],"category_scores_gemma":[0.002470422,0.000309269,0.0006071945,0.002290071,0.0005362432,0.001122675,0.000560719,0.001360147,0.0007129894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007002318,"about_ca_system_score_gemma":0.001465993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001929256,"about_ca_topic_score_gemma":0.005178951,"domain_scores_codex":[0.9996798,0.00008697858,0.00008025775,0.00005565913,0.00007577708,0.00002154504],"domain_scores_gemma":[0.9989052,0.0006629347,0.0002273858,0.00002124093,0.0001379974,0.00004518733],"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":[0.0001526216,0.00006370485,0.0002412053,0.03665046,0.0001938658,0.0002071764,0.00004504303,0.0001876542,0.0003757228,0.0006383831,0.01955513,0.941689],"study_design_scores_gemma":[0.0003022783,0.0004877559,0.004450383,0.04756453,0.002145826,0.004170412,0.0002233904,0.0002091645,0.0009401023,0.001314181,0.9381505,0.00004144237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009700353,0.9991627,0.00005738785,0.0001781281,0.0001482334,0.000004764351,0.000006380102,0.000002564573,0.000342867],"genre_scores_gemma":[0.0009027955,0.9981622,0.0001789991,0.0002730381,0.0001854363,0.000009705655,0.00001262857,0.000001018419,0.0002741237],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003876145,"threshold_uncertainty_score":0.01296699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09146847282591931,"score_gpt":0.4318230538676078,"score_spread":0.3403545810416885,"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."}}