{"id":"W3194689746","doi":"10.1093/ofid/ofab457","title":"Elucidating Drivers for Variations in the Explosive Human Immunodeficiency Virus Epidemic Among People Who Inject Drugs in Pakistan","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; University of Bristol; National Institute for Health and Care Research","keywords":"Medicine; Human immunodeficiency virus (HIV); Explosive material; Virology; Environmental health; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008838123,0.000216645,0.0001944685,0.0006414209,0.0005236953,0.0007895736,0.0004183203,0.0002711784,0.001732576],"category_scores_gemma":[0.00278895,0.0002539433,0.0005270552,0.001103868,0.0002831797,0.0006968633,0.0006492055,0.0006397926,0.0001467265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008015728,"about_ca_system_score_gemma":0.001629889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06789292,"about_ca_topic_score_gemma":0.0625258,"domain_scores_codex":[0.9995875,0.00009874444,0.00003226792,0.00009248091,0.0000665687,0.0001223632],"domain_scores_gemma":[0.9986907,0.0003226051,0.0005968082,0.00007255401,0.0001995191,0.0001178104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001135827,0.000009846426,0.9978151,0.000007933313,0.0000172836,0.00004316925,0.0002035855,0.0001027091,0.00003152215,0.0001110702,0.0001008939,0.001545411],"study_design_scores_gemma":[0.000001850656,0.00002005266,0.997003,0.00001920182,0.00002397878,0.00007007062,0.00122634,0.001145656,0.00004359364,0.0001318507,0.0003096627,0.000004823994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980466,0.0001415156,0.0003699766,0.0002722367,0.000006552415,0.00001963513,0.0006031937,0.000004483144,0.0005358084],"genre_scores_gemma":[0.9994506,0.00008366863,0.0001584226,0.00001813082,0.000003748924,0.000006247137,0.0002062869,0.000001063304,0.00007188316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06789292,"threshold_uncertainty_score":0.1349955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02772997189065832,"score_gpt":0.3715355986442367,"score_spread":0.3438056267535784,"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."}}