{"id":"W2103617996","doi":"10.1136/sti.2009.038547","title":"The effects of scale on the costs of targeted HIV prevention interventions among female and male sex workers, men who have sex with men and transgenders in India","year":2010,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Men who have sex with men; Human immunodeficiency virus (HIV); Psychological intervention; Pre-exposure prophylaxis; Sex partners; Sex work; Female sex; Anal sex; Sex workers; Male Homosexuality; Scale (ratio); Gynecology; Family medicine; Syphilis; Environmental health; Psychiatry; Research methodology; Internal medicine; Population; Condom","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":[0.003621739,0.0003422589,0.0002608347,0.001064481,0.000511121,0.001187304,0.0009523959,0.0004597072,0.001631973],"category_scores_gemma":[0.03061089,0.0002318199,0.0006867386,0.001319311,0.0009261783,0.0009172641,0.00147123,0.000638851,0.00009601347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005552465,"about_ca_system_score_gemma":0.001432798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02509183,"about_ca_topic_score_gemma":0.03903546,"domain_scores_codex":[0.9938811,0.003480685,0.0003122734,0.0002968998,0.001249658,0.0007793925],"domain_scores_gemma":[0.9795797,0.01000051,0.006151351,0.001080164,0.00213468,0.001053605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003297553,0.001261458,0.9041368,0.0001860797,0.0004877342,0.0003348742,0.001024939,0.01696935,0.0004557775,0.001185599,0.001163394,0.06949637],"study_design_scores_gemma":[0.00002594191,0.0006983886,0.9948689,0.00002722573,0.00007021343,0.0001020946,0.0008003236,0.00272154,0.0001762168,0.0002155172,0.0002800794,0.00001350748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982034,0.0003193206,0.0001191268,0.0002105086,0.000007894099,0.00004237632,0.0002335863,0.000004564521,0.0008592327],"genre_scores_gemma":[0.9995595,0.00006198721,0.0001042701,0.00002632108,0.000004606895,0.00002465025,0.00007841487,0.000002003144,0.0001382079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02509183,"threshold_uncertainty_score":0.04989153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009037411403513863,"score_gpt":0.2794665121356226,"score_spread":0.2704291007321087,"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."}}