{"id":"W7073939215","doi":"","title":"An assessment of differences in costs and health benefits of serology and NAT screening of donations for blood transfusion in different Western countries","year":2017,"lang":"en","type":"article","venue":"Utrecht University Repository (Utrecht University)","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Serology; Nat; Blood donations; Cost–benefit analysis; Blood transfusion; Psychological intervention; Blood donor","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005345484,0.0004914835,0.0005975848,0.001275829,0.00029169,0.001563859,0.000610953,0.0006499713,0.001493299],"category_scores_gemma":[0.0131624,0.0003936921,0.00141971,0.00203249,0.0006008664,0.0009959603,0.001215853,0.0005759872,0.0001278536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002468108,"about_ca_system_score_gemma":0.001224402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02428545,"about_ca_topic_score_gemma":0.01424845,"domain_scores_codex":[0.9975661,0.001636135,0.0001248677,0.0002088227,0.0002293038,0.0002348336],"domain_scores_gemma":[0.9948579,0.003207095,0.0008772106,0.000266384,0.000590369,0.000200953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002641368,0.0003471107,0.8136495,0.00031116,0.00225793,0.0004484766,0.0003993098,0.156759,0.000588859,0.002586457,0.0008905397,0.01912036],"study_design_scores_gemma":[0.0003698541,0.00202986,0.8525041,0.0002976036,0.00136625,0.0006861553,0.002173613,0.135084,0.001291752,0.002401561,0.001714643,0.00008059953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961984,0.0003890052,0.001014746,0.0001371621,0.000006682251,0.00004538521,0.0007060341,0.00000833669,0.001494319],"genre_scores_gemma":[0.9987144,0.00008248958,0.0005900734,0.00003264516,0.000002045938,0.000023434,0.0004288057,0.000002747972,0.0001233805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02428545,"threshold_uncertainty_score":0.04828823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03231273072785402,"score_gpt":0.2492823108623926,"score_spread":0.2169695801345385,"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."}}