{"id":"W2065162998","doi":"10.1136/sextrans-2011-050108.77","title":"P1-S2.20 Factors influencing cervical infection among female sex workers in Benin","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; Hôpital Maisonneuve-Rosemont; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Chlamydia trachomatis; Condom; Female sex; Logistic regression; Chlamydia; Tropical medicine; Gynecology; Transmission (telecommunications); Neisseria gonorrhoeae; Human immunodeficiency virus (HIV); Syphilis; Obstetrics; Demography; Internal medicine; Immunology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005424788,0.0002813126,0.0003060885,0.0005413029,0.0009599613,0.00009890561,0.000209384,0.0005749531,0.001242296],"category_scores_gemma":[0.0001125327,0.0002768711,0.0001530954,0.002003159,0.000454114,0.0006515608,0.000023328,0.0008178779,0.00007614763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002321831,"about_ca_system_score_gemma":0.0002323486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0772781,"about_ca_topic_score_gemma":0.05691136,"domain_scores_codex":[0.9975685,0.0004188911,0.0004956796,0.0004585847,0.0003693947,0.0006889614],"domain_scores_gemma":[0.9990698,0.0002107308,0.000110545,0.0002414404,0.00009804351,0.0002694972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009222191,0.000261212,0.8452541,0.00001062368,0.00006417422,0.000007045039,0.1520565,0.0002434112,0.00004828268,0.00026545,0.00004908295,0.001730909],"study_design_scores_gemma":[0.0004654375,0.0001814508,0.9440959,0.00008791839,0.00006492652,0.000001735457,0.04841175,0.00003908337,0.0003045093,0.0006700252,0.005262053,0.0004152196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9373156,0.00007081955,0.00050929,0.00008796317,0.0008784437,0.0004307235,0.000002531252,0.0005425759,0.06016204],"genre_scores_gemma":[0.9980064,0.0001089182,0.0001138775,0.00006653366,0.0001789377,0.00005160871,0.00001777229,0.00003889393,0.001417028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1036448,"threshold_uncertainty_score":0.9999683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739282157325553,"score_gpt":0.2816766619716928,"score_spread":0.2542838403984373,"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."}}