{"id":"W1987113017","doi":"10.1053/tmrv.2003.50000","title":"Proceedings of a consensus conference: Blood-borne HIV and hepatitis—Optimizing the donor selection process†","year":2003,"lang":"en","type":"review","venue":"Transfusion Medicine Reviews","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Héma-Québec; Canadian Blood Services","funders":"","keywords":"Syphilis; Human immunodeficiency virus (HIV); Medicine; Blood transfusion; Virology; Dilemma; Hepatitis B; Hepatitis; Immunology; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002391494,0.0006860049,0.002566871,0.0005001535,0.0003527082,0.0001438286,0.0003600864,0.0002939747,0.001357485],"category_scores_gemma":[0.0004099896,0.0003872665,0.0003279675,0.001685019,0.0003219106,0.0004810188,0.00003346589,0.0007717325,0.0000543653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001501426,"about_ca_system_score_gemma":0.0001146625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004715864,"about_ca_topic_score_gemma":0.0001888127,"domain_scores_codex":[0.9964876,0.00009459776,0.001830941,0.0006905685,0.0005647491,0.0003315679],"domain_scores_gemma":[0.9971117,0.0002556257,0.001739345,0.00020908,0.0006371042,0.00004708238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002533543,0.0001897304,0.0002931153,0.1017588,0.0002085903,0.000004142814,0.0002611279,3.0749e-7,0.000030193,0.01077334,0.005758033,0.8806973],"study_design_scores_gemma":[0.0008779683,0.00004816095,0.0000122986,0.02236439,0.005869376,0.0001263649,0.0001719961,0.0000555691,0.000003488305,0.0002089144,0.969882,0.0003795293],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002330098,0.975226,0.00006612904,0.001749953,0.0002618917,0.003263442,0.000005778089,0.00008738167,0.01910637],"genre_scores_gemma":[0.00003415688,0.9975014,0.000310174,0.0006974474,0.0005543656,0.0003158073,0.00003806976,0.00006671989,0.0004818919],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9641239,"threshold_uncertainty_score":0.9998579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05997443708926659,"score_gpt":0.3148997600479673,"score_spread":0.2549253229587007,"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."}}