{"id":"W3154839105","doi":"10.21106/ijtmrph.145","title":"Identifying Risk Factors and Spatial Clustering of HIV Infection Among Female Sex Workers in India","year":2021,"lang":"en","type":"article","venue":"International Journal of Translational Medical Research and Public Health","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Fertility Centre","funders":"Indian Council of Medical Research","keywords":"Demography; Condom; Medicine; Varimax rotation; Population; Psychological intervention; Environmental health; Functional illiteracy; Transmission (telecommunications); Human immunodeficiency virus (HIV); Immunology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005810933,0.00005914611,0.0001804041,0.0005047555,0.0002124774,0.0001196847,0.000156809,0.0001361434,0.0003228759],"category_scores_gemma":[0.00283785,0.00005020584,0.00004526791,0.0003750133,0.0004162459,0.0003317183,0.00003958396,0.0007576607,5.342035e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001064023,"about_ca_system_score_gemma":0.002086392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01632124,"about_ca_topic_score_gemma":0.008066525,"domain_scores_codex":[0.9960439,0.0008495979,0.0005205703,0.000125519,0.002187347,0.0002730459],"domain_scores_gemma":[0.997483,0.001165012,0.0001900247,0.0000337266,0.0006296043,0.0004986157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002663834,0.00008685447,0.9119254,0.00001716188,0.00006166814,0.00002882921,0.01608273,0.00002021003,0.0000017889,0.0003507779,0.00003607723,0.07136182],"study_design_scores_gemma":[0.0006723775,0.00007494498,0.981968,0.0003366525,0.00000211792,0.00001351219,0.01188059,0.0006393669,0.000009940317,0.001674191,0.002682404,0.00004590868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822428,0.001135512,0.004528789,0.0109486,0.0003810897,0.00007069665,0.000005361496,0.000003858762,0.0006832881],"genre_scores_gemma":[0.9929672,0.006379439,0.0002285433,0.0000358492,0.0003193397,0.000001048079,0.00001089853,0.000004573806,0.00005312089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07131591,"threshold_uncertainty_score":0.9902292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09838180784300136,"score_gpt":0.4510187128930778,"score_spread":0.3526369050500764,"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."}}