{"id":"W4380290528","doi":"10.1002/jia2.26130","title":"Pre‐exposure prophylaxis in real life: experience from a prospective, observational and demonstration project among men who have sex with men in Benin, West Africa","year":2023,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Université Laval; Centre hospitalier de l'Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Pre-exposure prophylaxis; Men who have sex with men; Condom; Chlamydia; Pill; Emtricitabine; Human immunodeficiency virus (HIV); Demography; Anal sex; Incidence (geometry); Prospective cohort study; Gynecology; Family medicine; Internal medicine; Viral load; Syphilis; Antiretroviral therapy; Immunology","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":[0.00308952,0.000703957,0.0004722519,0.0004710131,0.002296972,0.0006938358,0.000762048,0.0008431608,0.001593029],"category_scores_gemma":[0.003569568,0.0006598378,0.0003024014,0.0004194485,0.001135544,0.0009009598,0.00138148,0.001091469,0.000440859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009505262,"about_ca_system_score_gemma":0.001456399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01669684,"about_ca_topic_score_gemma":0.02256788,"domain_scores_codex":[0.9984198,0.000942597,0.00004110437,0.0001122866,0.0001103566,0.0003739212],"domain_scores_gemma":[0.9973047,0.0005915673,0.0005682722,0.0001619261,0.0003390696,0.001034491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001931765,0.02523007,0.8749204,0.0002825306,0.000085036,0.002932793,0.0648065,0.0002516313,0.002424226,0.0000957591,0.0008294151,0.02620994],"study_design_scores_gemma":[0.0005553179,0.02288137,0.9170454,0.00008528487,0.00006248721,0.001230597,0.05481876,0.0006640203,0.0006651767,0.00008384422,0.001850465,0.00005734816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995559,0.00003488544,0.00004516699,0.00003905748,0.000002065683,0.0001222712,0.00003783483,0.000001740386,0.0001610906],"genre_scores_gemma":[0.9987923,0.0001177926,0.0002652956,0.00009176818,0.00001063995,0.0002241539,0.0001075409,0.000002266007,0.0003882206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01669684,"threshold_uncertainty_score":0.03319931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03355512538141759,"score_gpt":0.3211413260644226,"score_spread":0.287586200683005,"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."}}