{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006558216,0.0001764991,0.0002581206,0.0003760916,0.0002092144,0.0004148839,0.0002565929,0.0003779087,0.0007023572],"category_scores_gemma":[0.003364276,0.0002738156,0.0002747835,0.0006346708,0.0002206234,0.0002140618,0.0003238703,0.0004913739,0.0001030625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002350179,"about_ca_system_score_gemma":0.000318635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004899279,"about_ca_topic_score_gemma":0.003420293,"domain_scores_codex":[0.9996591,0.0001288561,0.00003321423,0.00008319788,0.00004554266,0.00005012393],"domain_scores_gemma":[0.9989717,0.0004431162,0.0003614388,0.00009703125,0.00004441173,0.00008231967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002408858,0.00001165946,0.995877,0.0000087407,0.00004377545,0.00008470481,0.00004450397,0.00007118487,0.0004575842,0.00003854677,0.00003261341,0.003088767],"study_design_scores_gemma":[0.00000661893,0.000105971,0.9978902,0.0000196627,0.00004385273,0.0005126416,0.00007381679,0.0008323478,0.0002413178,0.0001145999,0.0001548014,0.000004188827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998457,0.0007115701,0.000161576,0.00004693546,0.000003788708,0.000006500642,0.0002521264,0.000004452844,0.0003559756],"genre_scores_gemma":[0.9992306,0.0003729467,0.0001599939,0.00001709526,0.00000295338,0.000008431638,0.0001092615,0.000001905607,0.00009679518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004899279,"threshold_uncertainty_score":0.009741545,"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."}}