{"id":"W6920829088","doi":"10.6084/m9.figshare.22774367.v1","title":"Additional file 1 of Prevalence of depression, syndemic factors and their impact on viral suppression among female sex workers living with HIV in eThekwini, South Africa","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Syndemic; Human immunodeficiency virus (HIV); Sex workers; Female sex; Sex work; Men who have sex with men","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008651773,0.0005368576,0.0007876569,0.001668915,0.0008055772,0.0007371426,0.001226434,0.0006586859,0.7726676],"category_scores_gemma":[0.01719029,0.0003221108,0.0005771357,0.00370988,0.0001672212,0.001462079,0.0006818293,0.0007010571,0.05327904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006742426,"about_ca_system_score_gemma":0.001450712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01998233,"about_ca_topic_score_gemma":0.02542111,"domain_scores_codex":[0.9996265,0.00008286925,0.00007773554,0.00007420124,0.00006872191,0.00006998323],"domain_scores_gemma":[0.99192,0.005633944,0.0007957862,0.0003044447,0.001099134,0.0002467366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001937196,0.0001021154,0.00918812,0.00237095,0.0000388089,0.00008071594,0.0001928156,0.0002431902,0.00003886938,0.0006817419,0.9786201,0.008248932],"study_design_scores_gemma":[0.006632975,0.0008078484,0.3445446,0.0160674,0.0004935361,0.001587218,0.005185644,0.003716588,0.0006243848,0.01123829,0.6088474,0.00025402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008015785,0.00001917999,0.0000729468,0.00009578851,0.00001350959,0.0001013077,0.9977325,0.0000350208,0.001128113],"genre_scores_gemma":[0.04579132,0.0004143984,0.002767476,0.0007126835,0.0001314809,0.004947013,0.9278209,0.000207771,0.0172069],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7726676,"threshold_uncertainty_score":0.3242621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601674171181445,"score_gpt":0.2711465359899015,"score_spread":0.2451297942780871,"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."}}