{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001698183,0.0002291001,0.0002717861,0.0004725215,0.0004181122,0.0007934924,0.0003499081,0.0005140545,0.002652137],"category_scores_gemma":[0.008420392,0.0001917848,0.0004364428,0.0005023346,0.0003204907,0.0003399484,0.0003949314,0.0009769971,0.00025999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003031439,"about_ca_system_score_gemma":0.0005900116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00328261,"about_ca_topic_score_gemma":0.002081444,"domain_scores_codex":[0.9988388,0.0004282173,0.0001246611,0.000128709,0.0002041167,0.0002755503],"domain_scores_gemma":[0.9893427,0.002828093,0.004986354,0.0003323702,0.0005829647,0.001927592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001822671,0.00007627981,0.9977955,0.000009035342,0.00001441598,0.0001835869,0.0001082118,0.00003567895,0.0000816014,0.00001490998,0.0001064612,0.001392084],"study_design_scores_gemma":[0.000008500236,0.0004151276,0.9970388,0.00002746845,0.00002823954,0.001330955,0.0004756381,0.0002709382,0.0001305041,0.00002753806,0.0002363566,0.000009891904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991974,0.0003338242,0.00005666247,0.00007069387,0.000008440521,0.000006987481,0.00003994535,0.000003149352,0.0002828809],"genre_scores_gemma":[0.9997122,0.0000637292,0.00003654547,0.00002029733,0.000009003827,0.000002891852,0.00005471005,0.000001294742,0.00009922633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00328261,"threshold_uncertainty_score":0.00898093,"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."}}