{"id":"W4402321583","doi":"10.1136/bmjopen-2023-080218","title":"Mixed-methods protocol for the WiSSPr study: Women in Sex work, Stigma and psychosocial barriers to Pre-exposure prophylaxis in Zambia","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Sex work and related issues","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"Fogarty International Center; National Institutes of Health","keywords":"Medicine; Psychosocial; Stigma (botany); Sex work; Protocol (science); Public health; Family medicine; Social stigma; Epidemiology; Alternative medicine; Environmental health; Psychiatry; Gerontology; Nursing; Human immunodeficiency virus (HIV); Pathology","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":[0.06301975,0.002721521,0.003637208,0.002536057,0.003481574,0.003211309,0.003976844,0.003997874,0.1192527],"category_scores_gemma":[0.04986909,0.00247113,0.002270517,0.002741781,0.001656195,0.002031309,0.002526691,0.004825578,0.01353173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003318612,"about_ca_system_score_gemma":0.01513638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00405321,"about_ca_topic_score_gemma":0.008887642,"domain_scores_codex":[0.9651228,0.02544342,0.003636478,0.002563179,0.001621214,0.001612999],"domain_scores_gemma":[0.9678031,0.01585846,0.004246015,0.005000472,0.005358782,0.001733301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1004781,0.02687942,0.005753687,0.0640404,0.001523707,0.001296576,0.02501078,0.005054637,0.005844277,0.02896024,0.2473071,0.4878511],"study_design_scores_gemma":[0.2733615,0.03821233,0.03462581,0.04616487,0.001820736,0.0003986834,0.01688015,0.01746802,0.008774066,0.05004605,0.5113493,0.0008985933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002781064,0.000135407,0.007061154,0.0003416538,0.0003274064,0.9838102,0.003523976,0.0002139534,0.001805216],"genre_scores_gemma":[0.001134754,0.00003919628,0.004841069,0.0001286127,0.0000146781,0.9934727,0.00009078831,0.000006151277,0.0002720972],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1192527,"threshold_uncertainty_score":0.3989401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06443163876934815,"score_gpt":0.4930853160769676,"score_spread":0.4286536773076194,"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."}}