{"id":"W2949242004","doi":"10.1002/jia2.25290","title":"Low detectable postpartum viral load is associated with HIV transmission in Malawi's prevention of mother‐to‐child transmission programme","year":2019,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Centers for Disease Control and Prevention; U.S. President’s Emergency Plan for AIDS Relief","keywords":"Medicine; Transmission (telecommunications); Human immunodeficiency virus (HIV); Viral load; Virology; Pregnancy; Telecommunications; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009267959,0.0001322192,0.0003164781,0.0001155158,0.00004907229,0.00002975034,0.0003579821,0.0001007623,0.00121952],"category_scores_gemma":[0.0001183741,0.00007987904,0.0007606971,0.0003230916,0.00004918116,0.0002370885,0.0000362293,0.0005346851,0.00001086365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004342066,"about_ca_system_score_gemma":0.0003118654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003045011,"about_ca_topic_score_gemma":0.00001045086,"domain_scores_codex":[0.9977134,0.00009443449,0.0005818499,0.000148157,0.001214785,0.0002473901],"domain_scores_gemma":[0.9987117,0.00005497377,0.0003434274,0.00014103,0.0005902694,0.0001585832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01041911,0.01113267,0.2029459,0.001036278,0.005087321,0.00006093714,0.01132583,0.001409436,0.5415862,0.000282546,0.07805528,0.1366586],"study_design_scores_gemma":[0.04413521,0.04770407,0.1619281,0.05608705,0.0008714938,0.0009555083,0.003968348,0.05815126,0.5549278,0.002568486,0.06767958,0.001023024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809989,0.0001420867,0.004701763,0.01083196,0.00008785343,0.0005470495,0.0000202008,0.00000737611,0.002662854],"genre_scores_gemma":[0.9760046,0.00007757085,0.002735426,0.0002872201,0.00006780082,0.000006747326,0.00000903305,0.0000196029,0.02079197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1356355,"threshold_uncertainty_score":0.9996935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137305749486297,"score_gpt":0.2847328546759266,"score_spread":0.2733597971810636,"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."}}