{"id":"W4200232047","doi":"10.1016/j.ctro.2021.12.002","title":"The impact of red blood cell transfusion on mortality and treatment efficacy in patients treated with radiation: A systematic review","year":2021,"lang":"en","type":"review","venue":"Clinical and Translational Radiation Oncology","topic":"Blood transfusion and management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Lakeridge Health; Western University","funders":"","keywords":"Medicine; Blood transfusion; Adverse effect; Malignancy; Randomized controlled trial; Radiation therapy; Population; Internal medicine; Surgery; Intensive care 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":[0.005063783,0.001041097,0.007549913,0.005729415,0.0004855745,0.00219684,0.001527241,0.001505283,0.003357986],"category_scores_gemma":[0.03596012,0.0007365264,0.00773429,0.006915903,0.0007736728,0.001441668,0.000949128,0.000992947,0.0002314791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002738739,"about_ca_system_score_gemma":0.006841833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008547316,"about_ca_topic_score_gemma":0.01962754,"domain_scores_codex":[0.9947246,0.001940632,0.001940426,0.0004263103,0.0008211863,0.0001468899],"domain_scores_gemma":[0.970519,0.02282465,0.00452263,0.000296438,0.00161407,0.0002232081],"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":[0.0002677056,0.00001419657,0.001333296,0.959898,0.01559379,0.00006516554,0.0001241784,0.00009361732,0.0000809503,0.0001170538,0.001121159,0.02129091],"study_design_scores_gemma":[0.0003861374,0.00030989,0.009322701,0.7990352,0.1765607,0.0004498567,0.0002557746,0.000132118,0.0001981735,0.000355086,0.01294823,0.0000462088],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001582386,0.9974282,0.00007702699,0.0001707509,0.00006465084,0.0001234332,0.0003477197,0.000006291026,0.0001995217],"genre_scores_gemma":[0.03088605,0.9674823,0.0003719775,0.0004892565,0.00008901972,0.0003250959,0.0002584535,0.000006190913,0.0000917053],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008547316,"threshold_uncertainty_score":0.02678019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07917648452931014,"score_gpt":0.4296287253757864,"score_spread":0.3504522408464762,"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."}}