{"id":"W3135741943","doi":"10.1111/trf.16333","title":"Frequency of rare, serious donor reactions: International perspective","year":2021,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Blood Services","keywords":"Medicine; Donation; Blood donor; Population; Pediatrics; Demography; Environmental health; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001766574,0.0001178507,0.0001463212,0.0002077549,0.0001331322,0.0001016186,0.00015244,0.00007046924,0.004862417],"category_scores_gemma":[0.0001346639,0.0001164581,0.0001142265,0.0004964747,0.00003918305,0.001406992,0.00002892038,0.0001588542,0.0001364718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002752711,"about_ca_system_score_gemma":0.00004978655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002276975,"about_ca_topic_score_gemma":0.0009495693,"domain_scores_codex":[0.9989792,0.0000169829,0.0002968048,0.0002723657,0.0003146839,0.0001199422],"domain_scores_gemma":[0.9989073,0.00005322042,0.0001389923,0.0001759961,0.0007126187,0.00001182646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002238157,0.001626716,0.04420377,0.0002948334,0.0003071595,0.0001377585,0.0008960142,0.00007216547,0.1974889,0.7171879,0.001409049,0.03615188],"study_design_scores_gemma":[0.009940459,0.00005360648,0.2085162,0.0004946024,0.0007159286,0.0001806284,0.01579743,0.001614833,0.05382676,0.09187433,0.6155471,0.001438128],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5676552,0.0004599002,0.002536851,0.0168736,0.001876881,0.0002868581,0.00001600905,0.0002084203,0.4100862],"genre_scores_gemma":[0.9964024,0.0005877963,0.0008505387,0.001009864,0.0003860974,0.000013619,0.00004893247,0.0000185821,0.0006821587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6253136,"threshold_uncertainty_score":0.9960473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01679251296511286,"score_gpt":0.2566627688693182,"score_spread":0.2398702559042054,"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."}}