{"id":"W1979858205","doi":"10.5539/gjhs.v4n5p100","title":"Changing Epidemiology of HIV in Mumbai: an Application of the Asian Epidemic Model","year":2012,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Sex work and related issues","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bill and Melinda Gates Foundation","keywords":"Epidemiology; Human immunodeficiency virus (HIV); Environmental health; Demography; Geography; Medicine; Virology; Gerontology; Sociology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004845987,0.001324281,0.00124604,0.001828806,0.001007929,0.002661827,0.002467275,0.001625614,0.005991716],"category_scores_gemma":[0.009751817,0.0005660292,0.002292723,0.001823989,0.001041096,0.002211316,0.002299306,0.002202622,0.0008708892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002705424,"about_ca_system_score_gemma":0.003014362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08360888,"about_ca_topic_score_gemma":0.04171335,"domain_scores_codex":[0.9982449,0.001005252,0.00006952978,0.0002552386,0.0001254676,0.0002996687],"domain_scores_gemma":[0.9961378,0.002302368,0.0005438664,0.0001829199,0.0005383405,0.0002947799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003855205,0.0004304949,0.2134495,0.0003671653,0.0009702879,0.002115304,0.003162901,0.613534,0.0005274524,0.1219633,0.01148625,0.03160778],"study_design_scores_gemma":[0.0000473966,0.0001161999,0.009862506,0.00008321362,0.0001720343,0.0004173818,0.001245525,0.9659249,0.00005744075,0.01923152,0.002798134,0.00004367075],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7366691,0.002736804,0.2034093,0.01209388,0.0007204057,0.0009076426,0.004827854,0.0006645777,0.03797055],"genre_scores_gemma":[0.9621086,0.002034198,0.0206534,0.0006696398,0.000290305,0.0004761912,0.001159713,0.00009167082,0.01251632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08360888,"threshold_uncertainty_score":0.1662444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05639703873418025,"score_gpt":0.421104512635236,"score_spread":0.3647074739010558,"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."}}