{"id":"W4392222191","doi":"10.2196/46750","title":"Characteristics of Hepatitis B Virus, Hepatitis C Virus, and Syphilis Coinfection in People With HIV/AIDS Contracted Through Different Sources: Retrospective Study","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coinfection; Medicine; Syphilis; Transmission (telecommunications); HBsAg; Hepatitis B; Immunology; Virology; Hepatitis B virus; Hepatitis C; Virus; Human immunodeficiency virus (HIV)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005913968,0.0003162134,0.0005230724,0.002079105,0.0008586379,0.0006514157,0.0003379161,0.0005153096,0.001289266],"category_scores_gemma":[0.001264586,0.0006786861,0.0007428603,0.002417434,0.0003994807,0.00100863,0.0006711413,0.0004909098,0.0002674798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004353074,"about_ca_system_score_gemma":0.0004922652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008176247,"about_ca_topic_score_gemma":0.008105468,"domain_scores_codex":[0.9994534,0.00009438928,0.0001209663,0.0001399568,0.00009695628,0.00009432989],"domain_scores_gemma":[0.9990394,0.0001168317,0.0003871587,0.00008273878,0.0001797569,0.0001941826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002681443,0.00001430021,0.9995042,0.0000100179,0.00001584454,0.00005098166,0.00006792904,0.00001028248,0.00003218852,0.000004400188,0.00002304953,0.0002401134],"study_design_scores_gemma":[0.000005618961,0.0001029984,0.997915,0.00001213516,0.00004116634,0.000632609,0.0009185575,0.0001090498,0.00004653627,0.00001456525,0.0001944203,0.000007361366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985995,0.0003404507,0.0000687136,0.00001137449,0.000003618189,0.00004015252,0.0006019221,0.000002441067,0.0003319031],"genre_scores_gemma":[0.998759,0.0002771611,0.00007877118,0.00002328208,0.000008195669,0.00003597065,0.0007068297,0.000001745661,0.0001091193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008176247,"threshold_uncertainty_score":0.01625729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577893375221475,"score_gpt":0.2815383342418267,"score_spread":0.2657594004896119,"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."}}