{"id":"W3201738080","doi":"10.1111/trf.16696","title":"Prevention of transfusion‐transmitted syphilis by blood operators: How much is enough when transfusion‐transmission has not been identified for decades?","year":2021,"lang":"en","type":"letter","venue":"Transfusion","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Syphilis; Blood transfusion; Medicine; Transmission (telecommunications); Transfusion reaction; Intensive care medicine; Virology; Immunology; Computer science; Human immunodeficiency virus (HIV); Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002982058,0.0005993884,0.001001254,0.000646769,0.003084592,0.002744967,0.001263166,0.03768666,0.00721158],"category_scores_gemma":[0.01930298,0.000514685,0.0007457866,0.0004570289,0.001679987,0.003408855,0.000797142,0.02157045,0.004091667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002735777,"about_ca_system_score_gemma":0.004469672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009617938,"about_ca_topic_score_gemma":0.01235994,"domain_scores_codex":[0.9974605,0.001192579,0.000312173,0.0001695896,0.0005493289,0.0003158615],"domain_scores_gemma":[0.9913622,0.004736044,0.0007452735,0.000185807,0.001408983,0.001561822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001259458,0.0001680963,0.003836711,0.0001369166,0.00002815484,0.002647206,0.0002489607,0.00004485203,0.0002633416,0.002771728,0.9663744,0.02335366],"study_design_scores_gemma":[0.0003681854,0.0003527603,0.01041678,0.002618233,0.000144353,0.008775444,0.001699734,0.0008788726,0.0005605322,0.01398494,0.96007,0.0001301591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005762008,0.002028482,0.00005823383,0.9816064,0.0129869,0.000006299975,0.00002464704,0.0000127628,0.002700091],"genre_scores_gemma":[0.01071437,0.004194033,0.0003719557,0.9065028,0.06870969,0.00002733228,0.00003695223,0.00002468249,0.009418149],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03768666,"threshold_uncertainty_score":0.0241251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0403763070516154,"score_gpt":0.2791531466347885,"score_spread":0.2387768395831731,"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."}}