{"id":"W1525761894","doi":"10.1111/trf.12011","title":"Frequency and risk factors for donor reactions in an anonymous blood donor survey","year":2012,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Medicine; Blood donor; Adverse effect; Donation; Feeling; Risk factor; Database; Surgery; Internal medicine; Immunology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003177922,0.0002195002,0.000276036,0.00100209,0.0002613288,0.0004415193,0.0002662777,0.0003820023,0.001081494],"category_scores_gemma":[0.006873468,0.0002113537,0.0003487217,0.001099548,0.0001837218,0.0004475686,0.0004218055,0.0004449868,0.0002502271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002504629,"about_ca_system_score_gemma":0.0002924103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00309259,"about_ca_topic_score_gemma":0.002238259,"domain_scores_codex":[0.9975551,0.001204049,0.0002973954,0.0001930514,0.0005213715,0.0002290934],"domain_scores_gemma":[0.9922583,0.001658701,0.004279949,0.0003947461,0.0007746374,0.0006336492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003652757,0.00003908773,0.9986032,0.000008502943,0.000009485158,0.00001969451,0.00006063809,0.00002734309,0.00005459409,0.000005427827,0.0001000533,0.001035648],"study_design_scores_gemma":[0.000003635347,0.0001403047,0.9989059,0.000008462703,0.000009982824,0.0002009664,0.0001870626,0.0002337992,0.00008860244,0.0000106276,0.0002058772,0.000004845144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986829,0.000103765,0.000255298,0.00005435967,0.00000590021,0.000035549,0.0004933655,0.000007781424,0.0003609073],"genre_scores_gemma":[0.9991382,0.00006776624,0.0002700865,0.00004890683,0.000007980609,0.00002680264,0.0003179514,0.000001603116,0.0001206525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003177922,"threshold_uncertainty_score":0.01680666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03874573477103434,"score_gpt":0.2674194604938103,"score_spread":0.2286737257227759,"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."}}