{"id":"W2122899252","doi":"10.1186/s12879-014-0601-5","title":"Organizational characteristics of HIV/syphilis testing services for men who have sex with men in South China: a social entrepreneurship analysis and implications for creating sustainable service models","year":2014,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"Fogarty International Center; National Institute of Allergy and Infectious Diseases; University of North Carolina at Chapel Hill; National Institutes of Health; London School of Hygiene and Tropical Medicine; Eunice Kennedy Shriver National Institute of Child Health and Human Development; American Society of Tropical Medicine and Hygiene","keywords":"Men who have sex with men; Syphilis; Sustainability; Social entrepreneurship; Revenue; Business; Medicine; Family medicine; Public relations; Entrepreneurship; Political science; Human immunodeficiency virus (HIV); Finance","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":[0.001924454,0.0002274778,0.000194088,0.002420238,0.002469699,0.001475907,0.0006192517,0.0003312079,0.002295397],"category_scores_gemma":[0.003786087,0.0001903632,0.0004238278,0.001900668,0.001394418,0.001068018,0.002206283,0.000361434,0.00008097065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004562498,"about_ca_system_score_gemma":0.006293267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05552688,"about_ca_topic_score_gemma":0.07032979,"domain_scores_codex":[0.998942,0.0002990064,0.00008908443,0.00009711112,0.0001669473,0.0004058859],"domain_scores_gemma":[0.9972754,0.0006200401,0.0008738877,0.0001014432,0.0002872664,0.0008419443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001878145,0.00007883138,0.9610249,0.0000307411,0.00001542173,0.000221249,0.0313754,0.00009972027,0.0001576504,0.0005571524,0.0001689945,0.006251093],"study_design_scores_gemma":[0.000003523618,0.0000521287,0.8967215,0.00003432421,0.00001149573,0.0000681973,0.1016003,0.0006398096,0.00005337249,0.0002306293,0.0005765625,0.000008030031],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994127,0.00002459645,0.00003245901,0.0001270627,0.000001208825,0.00001288101,0.00001896713,6.537745e-7,0.000369409],"genre_scores_gemma":[0.9997714,0.00002802151,0.00004123581,0.00001461615,0.00000115697,0.00001438303,0.00002574873,5.247589e-7,0.0001028483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05552688,"threshold_uncertainty_score":0.1104074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498162386407034,"score_gpt":0.2825785657636811,"score_spread":0.2675969418996107,"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."}}