{"id":"W4403532571","doi":"10.1186/s12954-024-01107-6","title":"Dual HIV risk and vulnerabilities among people who inject drugs in Iran: Findings from a nationwide study in 2020","year":2024,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; St. Michael's Hospital; Brock University","funders":"","keywords":"Health psychology; Human immunodeficiency virus (HIV); Dual (grammatical number); Medicine; Environmental health; Public health; Family medicine; Nursing","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":[0.001290431,0.0002070381,0.0004213661,0.0006939528,0.0001542605,0.0002145849,0.00006987824,0.00009841862,0.0004169582],"category_scores_gemma":[0.0005422679,0.0001858646,0.00006642169,0.0007534777,0.00008822117,0.0005682532,0.00004516342,0.001462586,0.00003617305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002886812,"about_ca_system_score_gemma":0.0001707094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103193,"about_ca_topic_score_gemma":0.0003262701,"domain_scores_codex":[0.997805,0.0003541313,0.0006443839,0.0004133687,0.0005004249,0.0002826813],"domain_scores_gemma":[0.9992598,0.0002238286,0.0001005309,0.0001538014,0.00007497393,0.0001870637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002007117,0.0002454882,0.5410839,0.00004473989,0.00008180358,0.0001776482,0.4499232,0.0001547444,0.0005997915,0.000007577738,0.003181962,0.004298469],"study_design_scores_gemma":[0.001946759,0.0002396891,0.5992725,0.0003199393,0.00008009152,0.000454482,0.3952732,0.001328966,0.0002618183,0.0004726667,0.0001998289,0.0001500278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959461,0.0008023767,0.00003323864,0.001558282,0.0008841632,0.0004562403,0.00002682212,0.00005949446,0.0002332458],"genre_scores_gemma":[0.9970395,0.0004648539,0.0001550153,0.00002069402,0.001001565,0.00003252412,0.00001388362,0.0000378439,0.00123415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05818867,"threshold_uncertainty_score":0.7579337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448797711195063,"score_gpt":0.3183260752756311,"score_spread":0.2938380981636805,"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."}}