{"id":"W2139760008","doi":"10.1016/j.injury.2014.05.015","title":"Risks associated with red blood cell transfusion in the trauma population, a meta-analysis","year":2014,"lang":"en","type":"review","venue":"Injury","topic":"Blood transfusion and management","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Red Blood Cell Transfusion; Meta-analysis; Medicine; Blood transfusion; Population; Emergency medicine; Intensive care medicine; Internal medicine; Environmental health","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":[0.001387906,0.0004765315,0.003881362,0.0006988325,0.00008450403,0.00003610806,0.0002789489,0.0003450126,0.0005490891],"category_scores_gemma":[0.00003363487,0.0002400175,0.002562441,0.002069358,0.00003157934,0.00003442553,0.00001601902,0.0006637355,0.0000175079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004417536,"about_ca_system_score_gemma":0.00004938582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006417975,"about_ca_topic_score_gemma":0.001281979,"domain_scores_codex":[0.9967526,0.0008063039,0.0009142337,0.0005593183,0.0006823594,0.000285213],"domain_scores_gemma":[0.9984782,0.000186421,0.0003575368,0.0008255023,0.00006549747,0.00008682642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000175198,0.003968502,0.0004441964,0.01202369,0.3718384,0.0002575948,0.0007137983,0.00001309678,0.000001396696,0.0002145704,0.002060156,0.6082894],"study_design_scores_gemma":[0.0007649045,0.000253787,0.0009386647,0.0004857881,0.6675068,0.000006062869,0.00001863009,0.000003905314,0.000001466546,0.0000125181,0.3297837,0.0002237589],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004424864,0.9896047,0.0001079904,0.0006053252,0.00005302,0.003087931,0.00007765153,0.00008490634,0.005935997],"genre_scores_gemma":[0.01681694,0.9802865,0.0001068208,0.0006106384,0.00005485987,0.0004204767,0.000841747,0.00006225844,0.0007997056],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6080657,"threshold_uncertainty_score":0.9787631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1153649841369658,"score_gpt":0.3637635904706926,"score_spread":0.2483986063337268,"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."}}