{"id":"W4399901202","doi":"10.2196/56958","title":"Drug Use Behaviors and the Risk of HIV Infection Among Drug Users in China Between 2014 and 2021: Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drug; Human immunodeficiency virus (HIV); Cross-sectional study; Medicine; Antiretroviral drug; China; Environmental health; Immunology; Antiretroviral therapy; Pharmacology; Viral load; Pathology","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":[0.00097489,0.0004258213,0.0004144868,0.001307301,0.0009050813,0.0005976682,0.000522548,0.0006105775,0.001105055],"category_scores_gemma":[0.001212363,0.0006529558,0.000652867,0.001721385,0.0003470274,0.0007074522,0.0005986271,0.0006788782,0.000195824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001288327,"about_ca_system_score_gemma":0.00138106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05700246,"about_ca_topic_score_gemma":0.08121557,"domain_scores_codex":[0.9994305,0.00008589531,0.00008858246,0.0001280807,0.0001517549,0.0001150655],"domain_scores_gemma":[0.998898,0.00009959547,0.0003741181,0.0000759352,0.0002338148,0.0003184288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001149608,0.00002277053,0.9993631,0.000009018539,0.0000212152,0.00002355463,0.00007767008,0.00001482999,0.00004209022,0.000006255354,0.00006102036,0.0003469911],"study_design_scores_gemma":[0.000001885435,0.00002966119,0.999539,0.000004813607,0.00001593446,0.00004257453,0.0001557777,0.000101966,0.00001419349,0.000005315991,0.0000863415,0.000002512862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983895,0.0002265124,0.00005212463,0.00007661709,0.000008194418,0.00003717993,0.000854923,0.000003382378,0.0003516018],"genre_scores_gemma":[0.9986621,0.0001613591,0.00007899885,0.0000668084,0.00001075432,0.00003287438,0.0007608927,0.000001255073,0.0002249966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05700246,"threshold_uncertainty_score":0.1133413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03110681909957605,"score_gpt":0.3602561385881488,"score_spread":0.3291493194885728,"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."}}