{"id":"W2137229734","doi":"10.1136/jech-2011-200475","title":"Personal, interpersonal and structural challenges to accessing HIV testing, treatment and care services among female sex workers, men who have sex with men and transgenders in Karnataka state, South India","year":2012,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Bill and Melinda Gates Foundation","keywords":"Focus group; Medicine; Voluntary counseling and testing; Government (linguistics); Family medicine; Interpersonal communication; Service provider; Health care; Human immunodeficiency virus (HIV); Men who have sex with men; Nursing; Service (business); Population; Environmental health; Psychology; Health services; Social psychology; Business; Health facility; Political science","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":[0.0007325034,0.0002727505,0.0002022688,0.0004788563,0.003459433,0.001520015,0.0005934165,0.0006255315,0.002639475],"category_scores_gemma":[0.001548945,0.0004148212,0.0002152848,0.0004404876,0.001548684,0.0008943582,0.001643041,0.0007749998,0.0002299796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000957168,"about_ca_system_score_gemma":0.002066229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03125394,"about_ca_topic_score_gemma":0.05535921,"domain_scores_codex":[0.9993149,0.0002394346,0.00004578671,0.00005486969,0.0001024767,0.0002426158],"domain_scores_gemma":[0.9991086,0.0002707193,0.0003150775,0.00002636364,0.00006273237,0.000216518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006536867,0.0002677144,0.5698204,0.000339332,0.0000413217,0.003041651,0.4061374,0.00006135719,0.001887056,0.000325371,0.0009565788,0.01705646],"study_design_scores_gemma":[0.000006270071,0.0001854443,0.3613274,0.0001126103,0.00002208739,0.001521685,0.6348004,0.00006929533,0.000139962,0.0001051282,0.001690981,0.00001886323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990593,0.0001208666,0.00001838307,0.0002468301,0.000004409337,0.00001326029,0.00001902756,0.000001556637,0.0005164628],"genre_scores_gemma":[0.9991819,0.000203713,0.00005727447,0.0001437857,0.000005289806,0.00001950944,0.00001501957,6.996779e-7,0.0003727619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03125394,"threshold_uncertainty_score":0.06214404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1317675057313204,"score_gpt":0.4153652609346603,"score_spread":0.2835977552033399,"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."}}