{"id":"W2610990724","doi":"10.1371/journal.pone.0176256","title":"Psychosocial challenges facing women living with HIV during the perinatal period in rural Uganda","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Simon Fraser University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Fogarty International Center; National Institute of Allergy and Infectious Diseases; National Institutes of Health; National Cancer Institute; National Institute of Mental Health; Andrew and Jaime Sullivan Family Foundation","keywords":"Psychosocial; Medicine; Postpartum period; Shame; Distress; Pregnancy; Social support; Psychiatry; Stigma (botany); Reproductive health; Family medicine; Environmental health; Clinical psychology; Psychology; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.0002154338,0.00009660282,0.000207974,0.00007317784,0.0004785974,0.0001024583,0.0002041544,0.00003853203,0.0005097711],"category_scores_gemma":[0.0003432958,0.00006476188,0.00004970298,0.00003782714,0.0001378225,0.0001891589,0.0001040939,0.0003346518,0.00005905024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113754,"about_ca_system_score_gemma":0.00004047836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005699118,"about_ca_topic_score_gemma":0.0003041376,"domain_scores_codex":[0.9989522,0.00003934579,0.0001275284,0.0001526536,0.0003513825,0.0003769613],"domain_scores_gemma":[0.9993868,0.00002740348,0.00005175577,0.0003643748,0.00005514935,0.0001145037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009356926,0.003878765,0.8383372,0.002618675,0.001324902,0.0003190096,0.07618809,7.058254e-7,0.05588999,0.0003564981,0.0003031853,0.01984724],"study_design_scores_gemma":[0.001932316,0.001318684,0.9778003,0.003703108,0.00002829459,0.00002962647,0.01317018,0.0002720351,0.001399059,0.00001893959,0.0001733185,0.0001541419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807273,0.000375596,0.00000276914,0.0049767,0.000008508654,0.0002413321,0.000008345719,0.00002723748,0.01363225],"genre_scores_gemma":[0.9840212,0.0003172099,0.00006444761,0.000009210161,0.0002168489,0.0001160426,0.000001412212,0.00001760172,0.01523602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1394631,"threshold_uncertainty_score":0.5581636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03975167455984895,"score_gpt":0.2959109410211189,"score_spread":0.25615926646127,"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."}}