{"id":"W2115664667","doi":"10.1186/1758-2652-13-44","title":"Associations between depressive symptoms, sexual behaviour and relationship characteristics: a prospective cohort study of young women and men in the Eastern Cape, South Africa","year":2010,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":199,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Mental Health; Alberta Heritage Foundation for Medical Research; Canadian Institutes of Health Research; South African Medical Research Council","keywords":"Medicine; Transactional sex; Demography; Prospective cohort study; Depression (economics); Confounding; Cohort; Mental health; Cohort study; Psychiatry; Population; Internal medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001121323,0.0005083847,0.0005792395,0.000807317,0.0009947038,0.0008610307,0.0005725247,0.0005105539,0.001209931],"category_scores_gemma":[0.002102799,0.0008062442,0.0005713062,0.001402996,0.0004128662,0.0005567751,0.0006375141,0.0006983435,0.0002451223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006647583,"about_ca_system_score_gemma":0.0007299699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04133192,"about_ca_topic_score_gemma":0.04808016,"domain_scores_codex":[0.9994807,0.0001441675,0.00005642898,0.0001157768,0.00009607336,0.0001068915],"domain_scores_gemma":[0.9993114,0.00008795625,0.000238931,0.00007467726,0.00007832725,0.0002085186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009494994,0.00008790499,0.9978895,0.0000214038,0.00006846309,0.0002321835,0.0007112664,0.00001357109,0.0002511243,0.00001126244,0.00008217216,0.0005361667],"study_design_scores_gemma":[0.00002055428,0.0001377227,0.9985061,0.00002063749,0.00003448991,0.0001532672,0.0008931172,0.00005042896,0.00002823389,0.000009097133,0.0001424901,0.000003802984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993384,0.0001404706,0.00004159264,0.00002560855,0.000003745602,0.00004380841,0.0002978194,9.92957e-7,0.000107555],"genre_scores_gemma":[0.9992517,0.0001772749,0.00009335105,0.00003397941,0.000003838622,0.00004541656,0.000224499,0.000001101782,0.0001689631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04133192,"threshold_uncertainty_score":0.08218271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04928252581781258,"score_gpt":0.367002142209286,"score_spread":0.3177196163914734,"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."}}