{"id":"W1968691774","doi":"10.1046/j.1365-3148.2002.00387.x","title":"US NAT yield: where are we after 2 years?","year":2002,"lang":"en","type":"review","venue":"Transfusion Medicine","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nat; Residual risk; Virology; Human immunodeficiency virus (HIV); Hepatitis B virus; Hepatitis B; Hepatitis C virus; Medicine; Biology; Virus; Computer science; Internal medicine","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":[0.003357419,0.001168556,0.002197028,0.001827608,0.0004504096,0.00254169,0.001295708,0.002255327,0.007799225],"category_scores_gemma":[0.006884276,0.0003415455,0.0007376668,0.003868191,0.0008223272,0.003914145,0.0005986132,0.002435501,0.003753753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002864769,"about_ca_system_score_gemma":0.0043695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01150895,"about_ca_topic_score_gemma":0.01291323,"domain_scores_codex":[0.9990114,0.0002188858,0.000148466,0.0001121132,0.0004402706,0.00006883642],"domain_scores_gemma":[0.9972352,0.0008954059,0.0004236588,0.00005295588,0.00122261,0.0001701672],"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":[0.0001536962,0.00003205013,0.0007260471,0.005147461,0.00006827124,0.0001264862,0.00006088383,0.0002337438,0.0002401086,0.003184899,0.06341711,0.9266093],"study_design_scores_gemma":[0.00003980022,0.000221423,0.0043696,0.007415887,0.0002413546,0.0008682209,0.0003179182,0.0001364161,0.000389717,0.003367802,0.9825945,0.00003739558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003218781,0.9880732,0.0001042582,0.008769094,0.0007978266,0.000004038223,0.00009134896,0.00001839217,0.001819942],"genre_scores_gemma":[0.003029923,0.991605,0.0003075203,0.002952995,0.0005489991,0.00001132369,0.00007808354,0.000006725489,0.001459351],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01150895,"threshold_uncertainty_score":0.02609104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0552448887094162,"score_gpt":0.3179401326250901,"score_spread":0.2626952439156739,"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."}}