{"id":"W3173637387","doi":"10.1002/jia2.25729","title":"A decade and beyond: learnings from HIV programming with underserved and marginalized key populations in Kenya","year":2021,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"Sex work and related issues","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Condom; Men who have sex with men; Human immunodeficiency virus (HIV); Reproductive health; Population; Environmental health; Economic growth; Family medicine; Syphilis","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":[0.01483567,0.0006411945,0.0007475658,0.0005707007,0.009804728,0.004518559,0.003615989,0.006443479,0.009417517],"category_scores_gemma":[0.02822049,0.0005039892,0.0008924761,0.0005995439,0.005774369,0.01203935,0.009926718,0.01260378,0.0009370936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006995741,"about_ca_system_score_gemma":0.05144508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02939554,"about_ca_topic_score_gemma":0.09147149,"domain_scores_codex":[0.9912708,0.005482752,0.0002625445,0.0002979212,0.0004518801,0.002234115],"domain_scores_gemma":[0.9819123,0.007398482,0.0009266457,0.0002656082,0.001509511,0.007987514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002535404,0.0007609121,0.0091698,0.01338731,0.0001106172,0.0037818,0.2475759,0.0002613256,0.0006721785,0.0276767,0.3658116,0.3305383],"study_design_scores_gemma":[0.0001704252,0.0008436713,0.01372881,0.05019838,0.0002175107,0.001885936,0.2941755,0.0002919043,0.0007368716,0.02171908,0.6158541,0.0001778584],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02749293,0.04354233,0.0005395946,0.9090511,0.007702612,0.0002567731,0.0001326377,0.00003324239,0.01124872],"genre_scores_gemma":[0.2999448,0.1443488,0.00389628,0.5294815,0.008161866,0.001460595,0.0002545258,0.0001436129,0.01230816],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02939554,"threshold_uncertainty_score":0.07845944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02970308122541732,"score_gpt":0.3029815764151482,"score_spread":0.2732784951897309,"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."}}