{"id":"W2123471134","doi":"10.1016/j.jcv.2014.06.021","title":"Discrepant HIV results resolved by human DNA testing","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Virology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta","funders":"","keywords":"Human immunodeficiency virus (HIV); Antibody; DNA; Medicine; RNA; Antigen; Virology; Immunology; Biology; Genetics; Gene","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003565373,0.000151971,0.0007484144,0.00008978223,0.0001764816,0.00001193365,0.0003691325,0.0003808107,0.0002024617],"category_scores_gemma":[0.007510086,0.000101985,0.0002690029,0.00007868179,0.000500311,0.00006437472,0.0001065049,0.001026607,0.0007879189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001965901,"about_ca_system_score_gemma":0.00009002887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002382476,"about_ca_topic_score_gemma":0.00001851199,"domain_scores_codex":[0.9959549,0.001484396,0.001758051,0.0002623917,0.00007834968,0.0004618737],"domain_scores_gemma":[0.9948909,0.003629468,0.0008664804,0.0003075369,0.0001743192,0.0001312547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009482391,0.002901852,0.09186216,0.00001797221,0.001481915,0.0002991417,0.0001428394,0.00001294964,0.4242889,0.0008289085,0.3708965,0.0977845],"study_design_scores_gemma":[0.01949408,0.01586447,0.1336519,0.000059309,0.0001707316,0.0004912075,0.00004439372,0.00001802198,0.005547442,0.001871588,0.82254,0.0002468449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862945,0.0006143138,0.0004998153,0.005410653,0.000634271,0.000104347,0.00006659234,0.00002328841,0.006352198],"genre_scores_gemma":[0.9961799,0.00007666887,0.0005122552,0.0004385854,0.0003057763,0.000002521258,0.00006833472,0.00001361992,0.002402276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4516436,"threshold_uncertainty_score":0.9999901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0822213036489668,"score_gpt":0.3960724944518675,"score_spread":0.3138511908029007,"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."}}