{"id":"W2792280283","doi":"10.1111/vox.12644","title":"Factors associated with a second deferral among donors eligible for re‐entry after a false‐positive screening test for syphilis, <scp>HCV</scp>,<scp> HBV</scp> and <scp>HIV</scp>","year":2018,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec","funders":"","keywords":"Deferral; Medicine; Syphilis; Human immunodeficiency virus (HIV); Immunology; Internal 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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001806772,0.0009043036,0.001603212,0.0003331505,0.0006437789,0.0004147251,0.0003339618,0.0007969348,0.00006384118],"category_scores_gemma":[0.03414418,0.0007300287,0.0005193041,0.0007319297,0.0008162603,0.0007364388,0.0001764169,0.000809924,0.00002890474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000149717,"about_ca_system_score_gemma":0.0003161594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001619369,"about_ca_topic_score_gemma":0.002396099,"domain_scores_codex":[0.9947318,0.0003104804,0.001291072,0.001413336,0.0006962689,0.001557017],"domain_scores_gemma":[0.9721923,0.02353748,0.00112029,0.0007948805,0.001371396,0.0009836949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004257827,0.001148365,0.9017332,0.0005176718,0.002387313,0.00008046218,0.01071657,0.000003987636,0.001824437,0.0002958099,0.0799211,0.0009453617],"study_design_scores_gemma":[0.01975359,0.008323083,0.6949762,0.001558947,0.00331783,0.00001953912,0.01966307,0.001284001,0.009473784,0.0004395624,0.2408163,0.0003741948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859499,0.001272425,0.001421985,0.0004438467,0.0003485993,0.003158385,0.003042493,0.0002729169,0.004089468],"genre_scores_gemma":[0.9849996,0.00005735494,0.00156744,0.003372045,0.001328119,0.0005795073,0.0006428476,0.0002281887,0.007224923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.206757,"threshold_uncertainty_score":0.9995151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05564671268040202,"score_gpt":0.3271960039871241,"score_spread":0.2715492913067221,"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."}}