{"id":"W2772942535","doi":"10.1371/journal.pone.0189079","title":"Can mother-to-child transmission of HIV be eliminated without addressing the issue of stigma? Modeling the case for a setting in South Africa","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department for International Development; U.S. President’s Emergency Plan for AIDS Relief; United States Agency for International Development; McGill University; Department for International Development, UK Government; London School of Hygiene and Tropical Medicine; RTI International","keywords":"Stigma (botany); Medicine; Human immunodeficiency virus (HIV); Social stigma; Transmission (telecommunications); Environmental health; Psychiatry; Demography; Pediatrics; Clinical psychology; Immunology; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002506903,0.000780085,0.0008372128,0.0008390973,0.001142413,0.00224368,0.002328651,0.00345917,0.01394025],"category_scores_gemma":[0.009753902,0.0007302284,0.00162094,0.0006918553,0.001188687,0.001975639,0.002410792,0.002520596,0.0005199151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003323984,"about_ca_system_score_gemma":0.002442723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06398966,"about_ca_topic_score_gemma":0.04841499,"domain_scores_codex":[0.9990175,0.0005624163,0.00002329308,0.00009608188,0.00004276084,0.000257907],"domain_scores_gemma":[0.9950257,0.003808215,0.000456911,0.00009834734,0.000229571,0.0003812689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003289107,0.0003077397,0.03202322,0.0002103431,0.000139228,0.002513988,0.00110566,0.8975855,0.0004612152,0.05618986,0.002571093,0.006563318],"study_design_scores_gemma":[0.0001163647,0.0001767034,0.004130961,0.0000975088,0.00009780366,0.0003370264,0.001213843,0.9727848,0.00009719221,0.01901202,0.001898855,0.00003695585],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9117919,0.001394981,0.04221898,0.01027754,0.0001185956,0.0004077814,0.001939679,0.00008528541,0.03176529],"genre_scores_gemma":[0.9865999,0.0004892379,0.006598381,0.0002444267,0.00003181745,0.0001842244,0.0002123304,0.00001788962,0.005621856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06398966,"threshold_uncertainty_score":0.1272344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1353417148058908,"score_gpt":0.3533103714592803,"score_spread":0.2179686566533895,"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."}}