{"id":"W2980877977","doi":"10.1097/qad.0000000000002400","title":"Comparison of guidelines for HIV viral load monitoring among pregnant and breastfeeding women in sub-Saharan Africa","year":2019,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Allergy and Infectious Diseases; National Institute of Mental Health","keywords":"Breastfeeding; Viral load; Medicine; Pregnancy; Population; Antiretroviral therapy; Breast feeding; Human immunodeficiency virus (HIV); Obstetrics; Immunology; Pediatrics; Environmental health; Biology","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":[0.01459033,0.0003443663,0.000555616,0.0008025465,0.0003813813,0.0009104355,0.0009226653,0.0009393279,0.0009235615],"category_scores_gemma":[0.05878818,0.0003253474,0.0006025721,0.0008769434,0.0004627615,0.000557407,0.0007306792,0.0005799687,0.00007069513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004105033,"about_ca_system_score_gemma":0.004601758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02680276,"about_ca_topic_score_gemma":0.02154337,"domain_scores_codex":[0.9882441,0.009134734,0.0006574111,0.0003644417,0.0008639421,0.0007355153],"domain_scores_gemma":[0.9771443,0.01588896,0.004200653,0.0005806144,0.001487226,0.0006982172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002633004,0.001156177,0.7548019,0.0005449192,0.0009867522,0.0005193567,0.003258038,0.1631203,0.0005863025,0.002827594,0.00143353,0.06813212],"study_design_scores_gemma":[0.001730362,0.006147902,0.6704621,0.001355925,0.0009245716,0.0006977765,0.007389296,0.2992305,0.001899921,0.003950288,0.006066103,0.0001452055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959677,0.0004377414,0.001515681,0.0004372522,0.00001043259,0.0002411195,0.0003123312,0.0000273012,0.001050441],"genre_scores_gemma":[0.9978952,0.0001995292,0.001501477,0.00006234897,0.000002080381,0.0001596972,0.0001248458,0.000003738284,0.00005113068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02680276,"threshold_uncertainty_score":0.07716203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06425770741703488,"score_gpt":0.3847572022512801,"score_spread":0.3204994948342452,"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."}}