{"id":"W4387018453","doi":"10.1186/s12879-023-08626-w","title":"Can HIV self-testing reach first-time testers? A telephone survey among self-test end users in Côte d’Ivoire, Mali, and Senegal","year":2023,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Medical Research Council","keywords":"Medicine; Logistic regression; Demography; Human immunodeficiency virus (HIV); Condom; Demographics; Phone; Family medicine; Internal medicine; Syphilis","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":[0.0005890233,0.000305496,0.0004540762,0.0006594632,0.0002933234,0.0001425856,0.0001187417,0.0001125769,0.0001666055],"category_scores_gemma":[0.005383404,0.0002987173,0.000167606,0.001597008,0.0001525565,0.0002412988,0.0001742405,0.0003010586,0.0002037581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002672055,"about_ca_system_score_gemma":0.000398634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006276866,"about_ca_topic_score_gemma":0.01926428,"domain_scores_codex":[0.9975059,0.0003132313,0.0004499231,0.0005548706,0.0004201148,0.0007559744],"domain_scores_gemma":[0.9967632,0.001889821,0.000110764,0.0003882567,0.000220823,0.0006271026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005861316,0.0008122572,0.9881914,0.0004439326,0.0001068713,0.0002196201,0.0003038398,0.0000273972,0.00016331,0.000003733833,0.00920323,0.0004658397],"study_design_scores_gemma":[0.00226665,0.001041484,0.9829814,0.0004565931,0.0001317445,0.0001081985,0.0001165916,0.01225038,0.00004282287,0.00003843754,0.0002777539,0.0002879635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953708,0.0001479526,0.00001334223,0.0001321534,0.00004642543,0.0008202674,0.0004497046,0.0009516659,0.00206768],"genre_scores_gemma":[0.9957505,0.00009098757,0.0001724851,0.00004269614,0.0001470611,0.0001989028,0.0003929845,0.00007170777,0.003132666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01298742,"threshold_uncertainty_score":0.9999465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01914863704144905,"score_gpt":0.2749914042605691,"score_spread":0.25584276721912,"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."}}