{"id":"W2987424626","doi":"10.1182/blood-2019-129219","title":"The Impact of Red Blood Cell Transfusion on Mortality and Treatment Efficacy in Patients Treated with Radiation: A Systematic Review of the Literature","year":2019,"lang":"en","type":"review","venue":"Blood","topic":"Erythrocyte Function and Pathophysiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Radiation therapy; Blood transfusion; Hemoglobin; Internal medicine; Adverse effect; Cochrane Library; Randomized controlled trial; Cancer; Oncology; Surgery","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":[0.005522067,0.001149348,0.00766832,0.011272,0.0005058405,0.002171412,0.001634187,0.001642265,0.003348232],"category_scores_gemma":[0.0304832,0.0008980968,0.007152379,0.01212271,0.0008530644,0.001771234,0.001174058,0.0008914159,0.0002251618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003121246,"about_ca_system_score_gemma":0.008322706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008632344,"about_ca_topic_score_gemma":0.02068247,"domain_scores_codex":[0.9942471,0.001628342,0.002607642,0.0004683912,0.000895899,0.00015262],"domain_scores_gemma":[0.9690026,0.0231034,0.005396928,0.0002801608,0.0019804,0.0002365422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001650449,0.00001132348,0.001042994,0.9734495,0.006336286,0.00008554965,0.0001397051,0.00005779698,0.00008700616,0.00009123473,0.0007408862,0.01779259],"study_design_scores_gemma":[0.0001946971,0.000253341,0.007915165,0.8892125,0.08946092,0.0005855727,0.0003325393,0.00008769221,0.0001628803,0.0002371201,0.0115102,0.00004736256],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001398906,0.9976904,0.0000573472,0.0001446061,0.00004699251,0.0001183657,0.0003911504,0.000004617573,0.0001475623],"genre_scores_gemma":[0.01706621,0.9815521,0.0003270807,0.0003740333,0.00006787207,0.000309849,0.0002288791,0.000004168527,0.00006985641],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.011272,"threshold_uncertainty_score":0.02920383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02491450863409615,"score_gpt":0.2994657088703092,"score_spread":0.274551200236213,"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."}}