{"id":"W4211060114","doi":"10.1213/ane.0000000000005873","title":"A Global Definition of Patient Blood Management","year":2022,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Blood transfusion and management","field":"Medicine","cited_by":193,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Stroke Network; Hospital for Sick Children; Université de Montréal","funders":"","keywords":"Blood management; Multidisciplinary approach; Blood transfusion; Multidisciplinary team; Patient safety; MEDLINE; Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01827985,0.001470085,0.001366664,0.005568192,0.004290073,0.01055766,0.003133575,0.006664264,0.004509341],"category_scores_gemma":[0.01670934,0.0004744462,0.001276704,0.006007196,0.01667157,0.01066644,0.01020575,0.01106448,0.001721172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007975007,"about_ca_system_score_gemma":0.01592808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00544215,"about_ca_topic_score_gemma":0.003529847,"domain_scores_codex":[0.9802017,0.009925828,0.002532396,0.001927155,0.00409067,0.0013224],"domain_scores_gemma":[0.9851933,0.004230633,0.001952724,0.0009625432,0.005617475,0.00204323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003481943,0.00009470691,0.002606234,0.0008339372,0.00003838746,0.0002997812,0.006291992,0.0006808962,0.0003878656,0.7976363,0.1039715,0.08712365],"study_design_scores_gemma":[0.00002011451,0.000115862,0.002777742,0.003080817,0.0000353426,0.001077425,0.003388973,0.000701061,0.0001978454,0.1470806,0.8414535,0.00007067337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.009923087,0.1362515,0.1338103,0.4547467,0.01793942,0.0009143141,0.001058434,0.0005403016,0.244816],"genre_scores_gemma":[0.2768333,0.1977682,0.2468763,0.2075778,0.0244907,0.004068184,0.003830424,0.0006014488,0.03795364],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01827985,"threshold_uncertainty_score":0.09667426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001626968112886,"score_gpt":0.2210915281686536,"score_spread":0.2110752584875247,"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."}}