{"id":"W2327716317","doi":"10.1136/sextrans-2011-050108.312","title":"P2-S2.16 Impact of duration of exposure to sex work on HIV prevalence in 23 districts of Southern India","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; University of British Columbia","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Sex work; Duration (music); Demography; Environmental health; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003371729,0.0001321882,0.0002471889,0.0003153967,0.0001108716,0.000008084307,0.000178825,0.0002090525,0.0004376789],"category_scores_gemma":[0.0001383762,0.0001142447,0.0001143787,0.001654814,0.0001840716,0.0001011978,0.000008668188,0.0001966251,0.00002786221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000783434,"about_ca_system_score_gemma":0.0001742964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003256122,"about_ca_topic_score_gemma":0.0006021712,"domain_scores_codex":[0.9985788,0.0002337595,0.0004846041,0.0001927357,0.0002795772,0.0002304682],"domain_scores_gemma":[0.9992065,0.0001679655,0.0001898516,0.0002015663,0.0001410933,0.00009305617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001016918,0.0008599477,0.723325,0.00005660875,0.00009589206,0.000001255574,0.2705315,0.0007130513,0.001355127,0.0003584694,0.0001014484,0.002499956],"study_design_scores_gemma":[0.0008131533,0.001863155,0.9652628,0.0004767634,0.0000965912,9.182683e-7,0.02517915,0.000007924332,0.004949261,0.0008811388,0.0001631763,0.0003059458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888784,0.00008512335,0.0004758719,0.00004343129,0.0001266186,0.0004026351,0.00003986445,0.00004321773,0.009904807],"genre_scores_gemma":[0.9990273,0.0000972667,0.00008551375,0.000009058278,0.00003480706,0.00001634844,0.00001197807,0.00001285362,0.0007049121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2453524,"threshold_uncertainty_score":0.4922304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0181029740288947,"score_gpt":0.2813537472458,"score_spread":0.2632507732169053,"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."}}