{"id":"W4387157633","doi":"10.1089/aid.2023.0040","title":"Association of Fatty Acid Signatures with HIV Viremia in Pregnancy","year":2023,"lang":"en","type":"article","venue":"AIDS Research and Human Retroviruses","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Dental and Craniofacial Research; National Institute of Neurological Disorders and Stroke; National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; National Heart, Lung, and Blood Institute; National Cancer Institute; National Institute on Alcohol Abuse and Alcoholism; SUNY Downstate Medical Center; National Institute of Child Health and Human Development; NYU Grossman School of Medicine; University of California, San Diego; National Institutes of Health; National Institute on Deafness and Other Communication Disorders; National Institute on Drug Abuse; University of Miami; York University; Tulane University; Harvard T.H. Chan School of Public Health; State University of New York; University of Southern California","keywords":"Polyunsaturated fatty acid; Medicine; Viral load; Pregnancy; Context (archaeology); Cohort; Eicosapentaenoic acid; Confounding; Internal medicine; Confidence interval; Fatty acid; Immunology; Gastroenterology; Endocrinology; Human immunodeficiency virus (HIV); Chemistry; Biology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001853365,0.0001390034,0.0002978463,0.001001497,0.0004039397,0.00009938661,0.0002631823,0.0001762812,0.0001071853],"category_scores_gemma":[0.0007666496,0.0001133491,0.00003728871,0.001351877,0.0003087105,0.0002671416,0.0001332593,0.0009848409,0.00005978257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002819518,"about_ca_system_score_gemma":0.0001155655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007651556,"about_ca_topic_score_gemma":0.00240701,"domain_scores_codex":[0.9965359,0.0004504875,0.0002956465,0.000374797,0.001268452,0.001074741],"domain_scores_gemma":[0.9985214,0.0005739937,0.00008729185,0.0002886233,0.0003036255,0.0002250852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006014109,0.0001344919,0.8963866,0.0005057406,0.00003442042,0.00003885718,0.0006937891,0.000004436684,0.08658987,0.001447186,0.01066551,0.002897696],"study_design_scores_gemma":[0.001720897,0.003928601,0.8683345,0.0007146994,0.000005802667,9.276399e-7,0.0005787919,0.00001572401,0.1204938,0.003024966,0.001011148,0.0001701508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958132,0.0007699236,0.000007452582,0.0009765979,0.00004129734,0.0004954804,0.00004600828,0.00008260037,0.001767437],"genre_scores_gemma":[0.9975733,0.0003722715,0.0002264482,0.00004317621,0.00007651047,0.00005448964,0.00003196251,0.00003019818,0.001591616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03390393,"threshold_uncertainty_score":0.4622241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06191477082064095,"score_gpt":0.3789846596788545,"score_spread":0.3170698888582136,"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."}}