{"id":"W3028642875","doi":"10.1097/md.0000000000020063","title":"Comparison of adherence measurement tools used in a pre-exposure prophylaxis demonstration study among female sex workers in Benin","year":2020,"lang":"en","type":"article","venue":"Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Université Laval; Centre hospitalier de l'Université Laval","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Gilead Sciences; Bill and Melinda Gates Foundation","keywords":"Medicine; Pre-exposure prophylaxis; Sex workers; Female sex; Environmental health; Family medicine; Internal medicine; Men who have sex with men; Research methodology; Human immunodeficiency virus (HIV); 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":[0.008036776,0.000445858,0.000489199,0.0008200192,0.0005846742,0.0006399884,0.0005793176,0.000748912,0.0009287423],"category_scores_gemma":[0.008181848,0.0002981082,0.0005205443,0.000663647,0.0003354592,0.000392877,0.0008748219,0.000536707,0.0001981232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008960151,"about_ca_system_score_gemma":0.0006421938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01063962,"about_ca_topic_score_gemma":0.0136871,"domain_scores_codex":[0.9944093,0.003946432,0.0003037339,0.0003692346,0.0006575138,0.0003138301],"domain_scores_gemma":[0.9960822,0.001626875,0.001059385,0.0002020301,0.0007287169,0.0003007592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001261567,0.0008111785,0.9795265,0.0001391115,0.0001720405,0.00005483374,0.002913548,0.0001395979,0.0005552649,0.00004715721,0.0001777893,0.01420143],"study_design_scores_gemma":[0.00006991643,0.001437435,0.9955533,0.0000498738,0.00004405904,0.00005751235,0.001570777,0.0007570382,0.0001943263,0.00001754934,0.0002404894,0.000007788157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992293,0.0001058152,0.0001658053,0.00004244112,0.000005589151,0.00009402182,0.00009789281,0.000003260309,0.0002558609],"genre_scores_gemma":[0.99879,0.00008729047,0.0004801906,0.0000322245,0.000005122904,0.000217486,0.0002006772,0.000001918729,0.0001852054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01063962,"threshold_uncertainty_score":0.04250306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1666854482335672,"score_gpt":0.3970618070206357,"score_spread":0.2303763587870685,"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."}}