{"id":"W4406097990","doi":"10.2196/65713","title":"HIV Pre-Exposure Prophylaxis Cascade Stages Among Men Who Have Sex With Men With Sexually Transmitted Infections in China: Multicenter Cross-Sectional Survey Study","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pre-exposure prophylaxis; Cross-sectional study; Medicine; Men who have sex with men; Human immunodeficiency virus (HIV); Multicenter study; Environmental health; China; Virology; Demography; Syphilis; Geography; Internal medicine; Randomized controlled trial","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":[0.001887126,0.0004452067,0.0003815499,0.001045182,0.000857754,0.0005373555,0.0005280396,0.0005425593,0.0009319214],"category_scores_gemma":[0.001552993,0.0005113671,0.0005117026,0.001287665,0.0002754077,0.0006758004,0.0005564465,0.0004831092,0.000184023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007871981,"about_ca_system_score_gemma":0.00147703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02870806,"about_ca_topic_score_gemma":0.04156987,"domain_scores_codex":[0.9993259,0.0001512335,0.0001130688,0.0001446183,0.0001462322,0.000118928],"domain_scores_gemma":[0.9988598,0.00008731397,0.0003670251,0.0001001367,0.0002464659,0.0003393544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001386656,0.00004558048,0.9989219,0.00001370894,0.00001854537,0.00003052175,0.0002516242,0.00001209533,0.00009263368,0.0000069668,0.00006916049,0.0005234015],"study_design_scores_gemma":[0.000004317455,0.00007064578,0.9992523,0.000006268723,0.00001249495,0.00006031996,0.0003856219,0.00008022611,0.00002323374,0.000005590772,0.00009637485,0.00000271045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989398,0.00008206497,0.00005340405,0.00005073457,0.000003867426,0.00008740836,0.0005475181,0.000002821488,0.0002324873],"genre_scores_gemma":[0.9986181,0.0001050246,0.0002029532,0.0001041101,0.000009180737,0.0001206,0.0006487013,9.815833e-7,0.0001904036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02870806,"threshold_uncertainty_score":0.05708194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019537825986281,"score_gpt":0.3473082053348095,"score_spread":0.3277703793485285,"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."}}