{"id":"W2166629443","doi":"10.1097/qai.0000000000000370","title":"Depression During Pregnancy and the Postpartum Among HIV-Infected Women on Antiretroviral Therapy in Uganda","year":2014,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Allergy and Infectious Diseases; National Institutes of Health; National Cancer Institute; National Institute of Mental Health; Canadian Institutes of Health Research; Andrew and Jaime Sullivan Family Foundation","keywords":"Interquartile range; Medicine; Pregnancy; Depression (economics); Obstetrics; Postpartum depression; Incidence (geometry); Checklist; Antiretroviral therapy; Viral load; Pediatrics; Human immunodeficiency virus (HIV); Internal medicine; Psychology; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001068859,0.0002718575,0.0007665932,0.0004487049,0.0002241911,0.00005580379,0.0002515281,0.0001158734,0.00003473854],"category_scores_gemma":[0.0003123816,0.0001608467,0.0001578593,0.0003848693,0.0002792946,0.0002944216,0.00007706277,0.0002983896,0.00001324189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001120036,"about_ca_system_score_gemma":0.0000552381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000355012,"about_ca_topic_score_gemma":8.096533e-7,"domain_scores_codex":[0.9973477,0.0003554232,0.0009567961,0.0002506843,0.0005217675,0.0005676208],"domain_scores_gemma":[0.9984991,0.0003203786,0.0005632198,0.0003635306,0.00008882373,0.0001649226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008635354,0.0005596749,0.9695099,0.001637483,0.00008873744,0.000446514,0.004945361,0.00003322664,0.00494488,0.0001831774,0.000009128028,0.009006571],"study_design_scores_gemma":[0.0106291,0.003057963,0.9638801,0.01318852,0.00002682218,0.001317902,0.0002572897,0.0001412797,0.007116016,0.0001956429,0.00001407186,0.0001752893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909731,0.007230422,0.000009401992,0.000397727,0.0005330832,0.0004682873,0.000002686484,0.00003841067,0.000346935],"genre_scores_gemma":[0.9958814,0.00347375,0.00003519428,0.00007988531,0.00005845882,0.00002451426,0.000002047261,0.00003760515,0.0004071917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01155104,"threshold_uncertainty_score":0.6559139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007367709241511,"score_gpt":0.2529663558210998,"score_spread":0.2428926787286847,"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."}}