{"id":"W2121820182","doi":"10.4054/demres.2008.19.53","title":"Polygyny and HIV in Malawi","year":2008,"lang":"en","type":"article","venue":"Demographic Research","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Polygyny; Human immunodeficiency virus (HIV); Demography; Positive correlation; Adultery; Correlation; Population; Biology; Sociology; Political science; Medicine; Immunology","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":[0.0003418226,0.0001223903,0.0001773252,0.0008541131,0.0003107411,0.0005818603,0.0002122696,0.0003196513,0.0008016446],"category_scores_gemma":[0.001078677,0.00008096641,0.0001086544,0.001295734,0.0005363055,0.0005073205,0.0003575004,0.000306708,0.00006492897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004883103,"about_ca_system_score_gemma":0.001029358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00861554,"about_ca_topic_score_gemma":0.01986606,"domain_scores_codex":[0.9998129,0.00009123562,0.00002586266,0.00001376802,0.00003138442,0.00002485633],"domain_scores_gemma":[0.9994919,0.0002223577,0.0002013689,0.00000727311,0.00004009675,0.00003692914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009617757,0.00008912038,0.3112787,0.008343053,0.0003283545,0.004021789,0.004093592,0.001106076,0.001947882,0.01672657,0.01016318,0.6418055],"study_design_scores_gemma":[0.000007579714,0.0003425233,0.7604756,0.004965657,0.000258546,0.008783123,0.002812258,0.0004486829,0.0003810765,0.004891356,0.2166068,0.00002676622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07008108,0.9215085,0.0002586552,0.005635657,0.0001489451,0.00001048626,0.00005912497,0.000004598073,0.002293039],"genre_scores_gemma":[0.1896354,0.8075772,0.0003614621,0.0008619599,0.0004407508,0.00001276536,0.00004464392,0.000001313124,0.001064449],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00861554,"threshold_uncertainty_score":0.01713079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.380244639096522,"score_gpt":0.5429541445622887,"score_spread":0.1627095054657668,"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."}}