{"id":"W4214583625","doi":"10.21203/rs.3.rs-21898/v1","title":"Prevalence and predictors of HIV-syphilis co-infection among HIV-infected pregnant women in China, 2011-2018","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Human immunodeficiency virus (HIV); Syphilis; China; Medicine; Virology; Obstetrics; Demography; Immunology; Political science; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006011652,0.0002840634,0.0002067185,0.00100981,0.0005427946,0.0004669704,0.0004031077,0.0002823935,0.001061629],"category_scores_gemma":[0.00117942,0.0003459144,0.0003636932,0.001238556,0.0002813645,0.0004066225,0.0004039848,0.0003970723,0.0001069165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009133919,"about_ca_system_score_gemma":0.001455643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05974337,"about_ca_topic_score_gemma":0.05807396,"domain_scores_codex":[0.9996159,0.00005466765,0.00007141677,0.00009437798,0.00007934686,0.00008424386],"domain_scores_gemma":[0.9993564,0.0000695654,0.0002379532,0.00003033481,0.0001531478,0.0001525431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009824976,0.000006410518,0.9988797,0.000008622997,0.00001095755,0.00005206054,0.00006593796,0.00002134489,0.00007314248,0.000009850777,0.00008055515,0.0007813994],"study_design_scores_gemma":[0.000001537591,0.00001415815,0.9992312,0.000009544495,0.00001253291,0.0001101806,0.0002244613,0.0002336162,0.00003969265,0.000008075709,0.00011321,0.000001870553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998662,0.0003892158,0.00003019708,0.00009399182,0.000006161993,0.000009186536,0.0004564147,0.000003675909,0.0003491927],"genre_scores_gemma":[0.9992072,0.0002232925,0.00004568355,0.00002219667,0.000007255675,0.000009647087,0.0003303576,8.957371e-7,0.0001535649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05974337,"threshold_uncertainty_score":0.1187913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06569378036886794,"score_gpt":0.388023803281525,"score_spread":0.322330022912657,"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."}}