{"id":"W1855654671","doi":"10.1111/trf.13259","title":"Risks associated with red blood cell transfusions: potential benefits from application of pathogen inactivation","year":2015,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Context (archaeology); Red blood cell; Immunology; Blood product; Intensive care medicine; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002919888,0.0002331598,0.0004057193,0.0001759127,0.00009788809,0.00001045845,0.0001126027,0.0002119828,0.0001168171],"category_scores_gemma":[0.00001820984,0.0001942946,0.000122743,0.0005312312,0.00005133562,0.0001251713,0.00001345528,0.0002274392,0.00001020817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005130873,"about_ca_system_score_gemma":0.00009315915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001085039,"about_ca_topic_score_gemma":0.0002972279,"domain_scores_codex":[0.9981115,0.00008877589,0.000438374,0.0004403261,0.0006921476,0.0002288552],"domain_scores_gemma":[0.9989063,0.00003906319,0.0001402961,0.000388247,0.0002997117,0.0002264029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002655744,0.003769812,0.01415299,0.000106332,0.0002959899,0.00003340826,0.001675812,0.0005149597,0.9456677,0.0002481295,0.0001594125,0.03071964],"study_design_scores_gemma":[0.04161602,0.003534818,0.6328921,0.0005860828,0.004339234,0.00002183423,0.001473613,0.002844662,0.3098573,0.0005237634,0.001591676,0.000718916],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648933,0.0002156806,0.02928864,0.001085255,0.00009576388,0.001500871,0.00009243244,0.0001585712,0.002669497],"genre_scores_gemma":[0.9971308,0.0005279871,0.001359228,0.0001442915,0.00005875523,0.00007768739,0.0005504777,0.00004469673,0.0001060824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6358104,"threshold_uncertainty_score":0.7923105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02881203925959029,"score_gpt":0.2436715817106455,"score_spread":0.2148595424510552,"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."}}