{"id":"W2903215613","doi":"10.1186/s12879-018-3533-7","title":"Differences in Chlamydia trachomatis seroprevalence between ethnic groups cannot be fully explained by socioeconomic status, sexual healthcare seeking behavior or sexual risk behavior: a cross-sectional analysis in the HEalthy LIfe in an Urban Setting (HELIUS) study","year":2018,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"FP7 Ideas: European Research Council; ZonMw; Hartstichting; European Commission","keywords":"Cross-sectional study; Ethnic group; Seroprevalence; Socioeconomic status; Medical microbiology; Demography; Health care; Chlamydia trachomatis; Medicine; Chlamydia; Reproductive health; Sexual behavior; Psychology; Environmental health; Clinical psychology; Gynecology; Immunology; Political science; Pathology; Sociology; Population","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"],"consensus_categories":[],"category_scores_codex":[0.002161725,0.0005171674,0.0008950512,0.001274518,0.001011777,0.0002180807,0.0005654271,0.0004099307,0.0004353587],"category_scores_gemma":[0.0008159595,0.0004403513,0.0001465728,0.001653311,0.0007614106,0.0007929702,0.0001553506,0.001534791,0.00005077785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000218,"about_ca_system_score_gemma":0.0009789843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04208164,"about_ca_topic_score_gemma":0.3123245,"domain_scores_codex":[0.9908067,0.004829737,0.001366036,0.001490816,0.0002686136,0.001238092],"domain_scores_gemma":[0.9968902,0.001280794,0.0005275306,0.0008604366,0.0002518666,0.0001891791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005257738,0.004044247,0.9843444,0.00007669382,0.0002492521,0.00001550318,0.008911295,0.00007643152,0.0003399109,0.000002576809,0.00003747005,0.001376472],"study_design_scores_gemma":[0.002778734,0.002513617,0.9826453,0.00001193604,0.0003609154,0.00001989839,0.0111424,0.0000603953,0.00001303151,0.000008542676,0.000003909362,0.0004413245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941674,0.0008860283,0.00003485143,0.00004471403,0.0003423357,0.002683516,0.001683259,0.0001539287,0.000004000092],"genre_scores_gemma":[0.9963858,0.00005290729,0.000009799545,0.00008762943,0.0002723346,0.002329315,0.0007640258,0.00004884178,0.0000493246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2702428,"threshold_uncertainty_score":0.9998049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07063620228919848,"score_gpt":0.3857672382562333,"score_spread":0.3151310359670348,"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."}}