{"id":"W3133356504","doi":"10.1186/s12889-021-10408-5","title":"Evaluating the independent influence of sexual transmission on HBV infection in China: a modeling study","year":2021,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Science and Technology Major Project; China Postdoctoral Science Foundation; Natural Science Foundation of Shaanxi Province; National Natural Science Foundation of China","keywords":"Medicine; Transmission (telecommunications); Sexual transmission; HBsAg; Demography; Hepatitis B virus; Men who have sex with men; Hepatitis B; Credible interval; Biostatistics; Epidemiology; Condom; Immunology; Confidence interval; Syphilis; Internal medicine; Virus; Human immunodeficiency virus (HIV)","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":[0.003650804,0.0001256671,0.000356247,0.0001634179,0.0001812123,0.0000189713,0.00006485324,0.00005300798,0.00001882368],"category_scores_gemma":[0.001515891,0.00008913014,0.0000320207,0.0006072119,0.00002325703,0.0001105619,0.00005972051,0.0004003281,0.000004330544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003584562,"about_ca_system_score_gemma":0.002119199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01742655,"about_ca_topic_score_gemma":0.01523489,"domain_scores_codex":[0.997221,0.0007877118,0.0006238424,0.0003199744,0.0007125985,0.0003348848],"domain_scores_gemma":[0.9990481,0.0001382232,0.0001312531,0.0003312967,0.0002161801,0.0001349433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006499014,0.001124752,0.9272673,0.0003577824,0.00002808199,0.00000819892,0.01331453,0.02027462,0.0004433063,0.00006949612,0.00001200917,0.03703491],"study_design_scores_gemma":[0.001401347,0.001909303,0.9224229,0.0001976273,0.00001330365,0.00001085641,0.0009681575,0.07291901,0.00002262262,0.00003239001,0.00003612,0.00006634193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937773,0.0002196063,0.00177176,0.003061049,0.00005963055,0.0009147947,0.000002153242,0.00003611161,0.0001575419],"genre_scores_gemma":[0.9987906,0.0001223653,0.0004012682,0.0005021697,0.00005115993,0.0000731827,0.000005293489,0.00001513935,0.0000388877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05264438,"threshold_uncertainty_score":0.9891165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1580271190999759,"score_gpt":0.4347577927595258,"score_spread":0.2767306736595498,"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."}}