{"id":"W3094138983","doi":"10.1136/sextrans-2020-054526","title":"Prevalence and factors associated with HIV epidemic among female sex workers in Pakistan: results of the fifth round of integrated biological and behavioural surveillance","year":2020,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Sex work and related issues","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Medicine; Condom; Demography; Female sex; Logistic regression; Human immunodeficiency virus (HIV); Multivariate analysis; Population; Environmental health; Family medicine; Syphilis; Internal medicine","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":[0.0007328301,0.0002099015,0.0001810507,0.0005373931,0.0003231048,0.0004095511,0.0002121322,0.0002132943,0.0006740459],"category_scores_gemma":[0.001223709,0.0001877457,0.0002318369,0.0007526306,0.0002136523,0.0003061961,0.0003520139,0.0002889649,0.0001247616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003591984,"about_ca_system_score_gemma":0.0007391298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02897535,"about_ca_topic_score_gemma":0.03434548,"domain_scores_codex":[0.999633,0.00008099767,0.00004413959,0.00006180941,0.0001007229,0.00007942634],"domain_scores_gemma":[0.9993122,0.00008285733,0.0003003592,0.00003139794,0.0001677275,0.0001055289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001205554,0.00001094554,0.9987172,0.000008893593,0.000007199916,0.00002229714,0.0001263596,0.0000192408,0.00008675605,0.00000293119,0.00004622067,0.0009400362],"study_design_scores_gemma":[0.000001094566,0.00004004111,0.9993315,0.000007742301,0.000005300658,0.000055607,0.0003907944,0.00004597123,0.00003853426,0.000002146002,0.0000798355,0.000001592065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985026,0.00008614971,0.00006714985,0.00003564577,0.000002932602,0.00001902042,0.0009946917,0.000002185287,0.0002895623],"genre_scores_gemma":[0.9989323,0.0001041634,0.0001299834,0.00001806091,0.000003528189,0.00001489544,0.0006819428,4.210579e-7,0.0001146926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02897535,"threshold_uncertainty_score":0.05761337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03705493167892883,"score_gpt":0.2948057920464497,"score_spread":0.2577508603675209,"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."}}