{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002070662,0.0001028714,0.0003866796,0.0003763503,0.0002512439,0.00001100354,0.0002419287,0.0001035982,0.000008345095],"category_scores_gemma":[0.00000927873,0.00009742555,0.0000451284,0.0001184351,0.0002214925,0.0002120071,0.0000335221,0.00009500867,2.028513e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001558217,"about_ca_system_score_gemma":0.00006270228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01746639,"about_ca_topic_score_gemma":0.06250674,"domain_scores_codex":[0.9991655,0.0001356045,0.0001799566,0.0002530976,0.0001227668,0.0001430671],"domain_scores_gemma":[0.9992456,0.000180131,0.0002667373,0.0001600826,0.00006812241,0.00007932388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008734734,0.00008921139,0.9927493,0.00006421445,0.00003529242,0.000008489986,0.0003384233,0.0008917764,0.00004896607,0.0003819365,4.172203e-7,0.005304596],"study_design_scores_gemma":[0.001235045,0.0004750941,0.9887393,0.0001447576,0.00007322243,0.000002675865,0.00133845,0.00770924,0.0001463406,0.00003324593,0.00001906608,0.00008357944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981871,0.0001100209,0.0006441327,0.0003120464,0.0000321691,0.0001452797,0.00008384046,0.000006568694,0.0004788653],"genre_scores_gemma":[0.998255,0.0008497849,0.00067457,0.00000499525,0.000005829926,3.620001e-8,0.0000182207,0.000001161379,0.0001903583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04504035,"threshold_uncertainty_score":0.9890764,"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."}}