{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001061755,0.0001982769,0.0002021934,0.0003237706,0.0003450482,0.0001737594,0.0001173669,0.0001262627,0.0003281628],"category_scores_gemma":[0.0001709904,0.0001759351,0.00006038205,0.0004101637,0.00003678935,0.003476579,0.00001518362,0.0002090145,0.00002030957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001009437,"about_ca_system_score_gemma":0.00001371105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02215679,"about_ca_topic_score_gemma":0.02867752,"domain_scores_codex":[0.9988023,0.00006465767,0.0003320138,0.0003042057,0.0001655955,0.000331211],"domain_scores_gemma":[0.9991925,0.0003215361,0.0001430478,0.0001843455,0.0001132666,0.00004525971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008387608,0.000644227,0.9886354,0.00006987227,0.00002379006,6.802424e-7,0.000359405,0.000006098303,0.003177039,0.002568522,0.00003051641,0.004400565],"study_design_scores_gemma":[0.001947616,0.00003678274,0.9895237,0.00001849822,0.0002061195,0.00000218873,0.0003918676,0.0002477967,0.0004699156,0.0005540177,0.006313815,0.0002876495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995913,0.0001533908,0.0007240106,0.0002222605,0.0004414108,0.0005661604,0.00004495936,0.0001171974,0.00181766],"genre_scores_gemma":[0.9982868,0.0005539114,0.0004009856,0.0001604078,0.0002919676,0.00004581231,0.0001509161,0.00003266254,0.00007658114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006520737,"threshold_uncertainty_score":0.9890466,"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."}}