{"id":"W4389491106","doi":"10.1101/2023.12.06.23299621","title":"Modelling the cost-effectiveness of TasP and PrEP in female sex workers in Cotonou, Benin","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Institut National de Santé Publique du Québec; Université Laval","funders":"","keywords":"Medicine; Economic cost; Cost effectiveness; Human immunodeficiency virus (HIV); Population; Marginal cost; Total cost; Environmental health; Demography; Business; Family medicine; Risk analysis (engineering); Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001416459,0.001088441,0.0008191383,0.001008736,0.0006444413,0.001802469,0.001355702,0.001896542,0.006150738],"category_scores_gemma":[0.003385677,0.0007975127,0.001030201,0.0009090828,0.0006627025,0.000982899,0.0009608068,0.001106285,0.0002181601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008978188,"about_ca_system_score_gemma":0.004888334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1759648,"about_ca_topic_score_gemma":0.1129117,"domain_scores_codex":[0.9993619,0.0003584278,0.00001730698,0.00005398983,0.00003354544,0.0001747603],"domain_scores_gemma":[0.9973838,0.00207377,0.0001448209,0.00002424701,0.0001707778,0.0002026799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005228753,0.0001251911,0.007838401,0.0001310532,0.00007495531,0.0002254131,0.00004467474,0.9859073,0.0001972003,0.001857805,0.0003836568,0.002691579],"study_design_scores_gemma":[0.0002001715,0.0003770888,0.005177374,0.0001014415,0.00008765326,0.00006566799,0.0002935993,0.9917691,0.0001757762,0.001152639,0.0005764381,0.00002309723],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822893,0.001090807,0.004941842,0.001322859,0.00004058308,0.0003428633,0.00178426,0.00003268059,0.008154774],"genre_scores_gemma":[0.9950699,0.0004552469,0.001499174,0.00006692762,0.000007749436,0.0002093465,0.0003520531,0.000008248642,0.00233155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1759648,"threshold_uncertainty_score":0.3498812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026677113566818,"score_gpt":0.3789364927520619,"score_spread":0.2762687813953801,"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."}}