{"id":"W4378071701","doi":"10.1186/s12879-023-08319-4","title":"“I take it and give it to my partners who will give it to their partners”: Secondary distribution of HIV self-tests by key populations in Côte d’Ivoire, Mali, and Senegal","year":2023,"lang":"en","type":"review","venue":"BMC Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Unitaid; Agence Française de Développement","keywords":"Thematic analysis; Medicine; Human immunodeficiency virus (HIV); Family medicine; Distribution (mathematics); Qualitative research; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003160184,0.0005545988,0.001531239,0.000613568,0.0002155091,0.0001112101,0.0001487316,0.0002465491,0.0002272074],"category_scores_gemma":[0.001547152,0.0004792718,0.0005310552,0.001087304,0.0001651987,0.0002490269,0.0002558375,0.0004285238,0.00008853521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003732149,"about_ca_system_score_gemma":0.0007653827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003326967,"about_ca_topic_score_gemma":0.003325085,"domain_scores_codex":[0.9967829,0.0004360267,0.0009782494,0.0007623361,0.000412143,0.0006283202],"domain_scores_gemma":[0.9975491,0.0004864697,0.0002670125,0.000473096,0.0002608176,0.0009635648],"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":[0.0001985726,0.00132095,0.06203343,0.02993367,0.00104586,0.00008991617,0.001130652,0.00002446027,0.000004370308,0.0006598391,0.8170015,0.0865568],"study_design_scores_gemma":[0.001241735,0.001388584,0.01538183,0.01434384,0.001074526,0.00007069526,0.0004477674,0.0001226396,0.000002371706,0.0001362388,0.9652287,0.0005610963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.039628,0.8933863,0.001116204,0.002514029,0.0003187013,0.01152385,0.04510857,0.0005940998,0.005810272],"genre_scores_gemma":[0.03093348,0.9359145,0.000107236,0.0004384223,0.0004669414,0.002416037,0.01328883,0.0002264516,0.01620814],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1482272,"threshold_uncertainty_score":0.9997659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06610653344146618,"score_gpt":0.4061871634970013,"score_spread":0.3400806300555352,"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."}}