{"id":"W4385975973","doi":"10.1371/journal.pgph.0001547","title":"Assessing awareness and use of HIV self-testing kits after the introduction of a community-based HIV self-testing programme among men who have sex with men in Kenya","year":2023,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Manitoba","funders":"Canadian Institutes of Health Research; Canadian HIV Trials Network, Canadian Institutes of Health Research; Medical Research Council; Bill and Melinda Gates Foundation","keywords":"Medicine; Respondent; Human immunodeficiency virus (HIV); Poisson regression; Men who have sex with men; Family medicine; Demography; Environmental health; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003189808,0.0004214381,0.0003009378,0.0004576956,0.0006984277,0.0006708909,0.0007005024,0.0007726387,0.0009023632],"category_scores_gemma":[0.008158348,0.0006572188,0.000487495,0.0005020995,0.000395,0.0008663193,0.0009699252,0.0009993151,0.000192638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00102141,"about_ca_system_score_gemma":0.001233346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0277715,"about_ca_topic_score_gemma":0.04733829,"domain_scores_codex":[0.9988157,0.0004981154,0.000103432,0.0001079582,0.000273592,0.0002012572],"domain_scores_gemma":[0.9966292,0.0006184443,0.001816853,0.000104316,0.0003208817,0.000510303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002154031,0.0006987858,0.9867321,0.00009700158,0.00007127498,0.00006734865,0.002778368,0.0001184213,0.0003488776,0.00001462817,0.0001413967,0.008716396],"study_design_scores_gemma":[0.00001134193,0.0009064117,0.9971534,0.0000355548,0.00002673461,0.00003311929,0.00139262,0.0001427633,0.0001448027,0.000007166321,0.0001398249,0.000006434388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994331,0.00007979154,0.0000310814,0.00005060606,0.000003210056,0.00007644538,0.00009142468,0.000002672015,0.0002316622],"genre_scores_gemma":[0.9990532,0.0001322591,0.0001959322,0.00004875407,0.000006210213,0.000111983,0.0001179822,7.837911e-7,0.0003328672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0277715,"threshold_uncertainty_score":0.05521971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1135539484654168,"score_gpt":0.3654687601192249,"score_spread":0.251914811653808,"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."}}