{"id":"W3021564612","doi":"10.1111/trf.15833","title":"Additive effects of blood donor smoking and gamma irradiation on outcome measures of red blood cell transfusion","year":2020,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Blood irradiation therapy; Red blood cell; Blood transfusion; Red Blood Cell Transfusion; Blood donor; Intensive care medicine; Emergency medicine; Internal medicine; Immunology; Pathology","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":[0.01613751,0.0008784177,0.0007998496,0.001505914,0.0003961843,0.001514098,0.001147973,0.0008273697,0.003019053],"category_scores_gemma":[0.03526965,0.0003551121,0.003153802,0.001499199,0.0005844295,0.0007343146,0.00129952,0.001445681,0.0003627154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005062968,"about_ca_system_score_gemma":0.001511701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002856298,"about_ca_topic_score_gemma":0.002287675,"domain_scores_codex":[0.9887938,0.005723774,0.001049789,0.001991109,0.001767664,0.000673937],"domain_scores_gemma":[0.9427973,0.03652053,0.01034499,0.006139695,0.002748979,0.00144851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004790914,0.0000552084,0.9906743,0.00009464191,0.002064017,0.00005914553,0.00006068733,0.0003288438,0.0001412599,0.000137885,0.0001377813,0.005767056],"study_design_scores_gemma":[0.00002226585,0.0005172276,0.9922496,0.0001221437,0.002831335,0.0003074952,0.0001031337,0.001747073,0.0004480254,0.0007587571,0.0008760989,0.00001685369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761449,0.01127567,0.00607987,0.001002382,0.0003453658,0.0001066735,0.001993808,0.00009020719,0.002961149],"genre_scores_gemma":[0.9963922,0.001104779,0.001206069,0.0001452305,0.0001514862,0.00005776318,0.0004869515,0.00001943868,0.0004360603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01613751,"threshold_uncertainty_score":0.08534431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02336626564476889,"score_gpt":0.2376113285147133,"score_spread":0.2142450628699444,"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."}}