{"id":"W3043935083","doi":"10.1071/sh19218","title":"Factors associated with HIV and syphilis infection among female sex workers in three cities in Papua New Guinea: findings from Kauntim mi tu, a biobehavioral survey","year":2020,"lang":"en","type":"article","venue":"Sexual Health","topic":"Sex work and related issues","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Centers for Disease Control and Prevention; University of New South Wales; Australian Government; U.S. President’s Emergency Plan for AIDS Relief; Institute of Infection and Immunity; Global Fund to Fight AIDS, Tuberculosis and Malaria","keywords":"Syphilis; Medicine; Casual; New guinea; Demography; Human immunodeficiency virus (HIV); Gynecology; Gerontology; 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":[0.0007524276,0.0001893057,0.0003820017,0.0001342325,0.0002927288,0.000101108,0.0001155014,0.0002626963,0.0000811913],"category_scores_gemma":[0.0002527179,0.0001643747,0.00002067844,0.001113009,0.0002311152,0.000242922,0.00004016702,0.0004267806,0.000004324532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002769464,"about_ca_system_score_gemma":0.0004441424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5933494,"about_ca_topic_score_gemma":0.6550057,"domain_scores_codex":[0.998018,0.0004443826,0.0003281336,0.0003868167,0.0003183606,0.0005042934],"domain_scores_gemma":[0.9992269,0.0001970275,0.0001380217,0.00008824273,0.00003249368,0.0003173158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002804416,0.00003974198,0.8905403,0.000007841228,0.0000101151,0.000003816524,0.1075897,0.00002895776,0.000001430974,0.000003493224,0.0004317256,0.001314814],"study_design_scores_gemma":[0.0006259135,0.0002468437,0.955148,0.0001226257,0.000007643797,3.420075e-8,0.04345247,0.00004619309,0.000005018006,0.00005403956,0.0001084125,0.0001827653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979012,0.000452093,0.00000758928,0.0008773706,0.0001574359,0.0003572472,0.00002634805,0.0001046523,0.0001160538],"genre_scores_gemma":[0.9991834,0.00006784422,0.00001525085,0.0001510174,0.00008612126,0.000005331465,0.0001464073,0.00002057925,0.0003240559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06460776,"threshold_uncertainty_score":0.6703007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1159769343853316,"score_gpt":0.3361776393354144,"score_spread":0.2202007049500828,"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."}}