{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009125185,0.0001973882,0.0001714077,0.0003960903,0.0007833936,0.0007357074,0.0004190315,0.0003198683,0.002246242],"category_scores_gemma":[0.003970182,0.0002442477,0.0001780737,0.0006258076,0.0003649891,0.0003476408,0.0006957786,0.000778879,0.0001321538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005323399,"about_ca_system_score_gemma":0.000846275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02901303,"about_ca_topic_score_gemma":0.0248748,"domain_scores_codex":[0.9994819,0.000209566,0.00003977431,0.000049357,0.00006466229,0.0001547136],"domain_scores_gemma":[0.9983712,0.0003079419,0.0008837265,0.00006053821,0.0001310725,0.0002456148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002991955,0.0000229186,0.9977849,0.00001088141,0.0000131513,0.00005659769,0.0001805907,0.00001296987,0.00005212154,0.00002579652,0.0001787218,0.001631513],"study_design_scores_gemma":[0.000002483647,0.00003848115,0.9990718,0.00002975348,0.00001299173,0.0001125802,0.0003123006,0.0001800634,0.00002960588,0.00002203162,0.0001862472,0.00000156722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983872,0.0004621276,0.00005134499,0.0004956421,0.000006767492,0.000009482401,0.000218341,0.000003338345,0.0003656973],"genre_scores_gemma":[0.9995042,0.00017535,0.00004505994,0.00005013002,0.000006162156,0.000006482462,0.00008948403,0.00000103357,0.0001221446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02901303,"threshold_uncertainty_score":0.05768836,"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."}}