{"id":"W4360599920","doi":"10.1080/20477724.2023.2191234","title":"Risk factors of HIV and variation in access to clean needles among people who inject drugs in Pakistan","year":2023,"lang":"en","type":"article","venue":"Pathogens and Global Health","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba","funders":"University of Bristol; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit; Wellcome Trust","keywords":"Human immunodeficiency virus (HIV); Medicine; Environmental health; Traditional medicine; Virology","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":[0.0003565175,0.0001904625,0.0002062472,0.0006445877,0.0007074603,0.0005745509,0.0002439579,0.0003079535,0.001961808],"category_scores_gemma":[0.001353166,0.0002631086,0.0003589226,0.001026358,0.0003608179,0.0004641297,0.0003957821,0.0005142539,0.0001713376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005514015,"about_ca_system_score_gemma":0.0008666653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0582446,"about_ca_topic_score_gemma":0.05274851,"domain_scores_codex":[0.9997037,0.00004867257,0.0000412417,0.00006025014,0.00006345824,0.00008269343],"domain_scores_gemma":[0.9993162,0.000110943,0.0003171462,0.00003068261,0.00007990694,0.0001450809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001195963,0.00001666046,0.9988501,0.000007553702,0.000009887982,0.00005127018,0.0001284143,0.00002221071,0.0000407895,0.00002026471,0.0000519323,0.0007889803],"study_design_scores_gemma":[0.000001757992,0.00003602032,0.9991523,0.00001279926,0.000007279964,0.0001453569,0.0004285057,0.00007876012,0.0000171532,0.00002409238,0.00009257599,0.000003310342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986011,0.0002225565,0.00004718703,0.00009985781,0.000004983932,0.0000114109,0.0004406002,0.000001946256,0.0005701729],"genre_scores_gemma":[0.9996178,0.0001117707,0.00005123086,0.00001464813,0.000003132658,0.000004139662,0.0001193386,3.561324e-7,0.00007759975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0582446,"threshold_uncertainty_score":0.1158111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02768642414858408,"score_gpt":0.3797170008139935,"score_spread":0.3520305766654094,"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."}}