{"id":"W1994574803","doi":"10.1371/journal.pone.0022245","title":"Transmission Patterns of HIV and Hepatitis C Virus among Networks of People Who Inject Drugs","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Ottawa; University of Manitoba; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Virology; Human immunodeficiency virus (HIV); Transmission (telecommunications); Medicine; Hepatitis C virus; Hepatitis virus; Virus; Biology; Computer science; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000135106,0.0001346468,0.0005454238,0.00009549729,0.00002490277,0.00000286129,0.00008144454,0.0001108347,0.0003233696],"category_scores_gemma":[0.00003927114,0.0001193552,0.00004751611,0.0001387295,0.00006813056,0.00007810118,0.00003650747,0.0001786166,0.000005359394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001445792,"about_ca_system_score_gemma":0.00002549245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003759514,"about_ca_topic_score_gemma":0.0005262243,"domain_scores_codex":[0.9988928,0.00005211807,0.0003404082,0.000201745,0.0003177715,0.0001951728],"domain_scores_gemma":[0.9992663,0.00007319143,0.0001327029,0.0002794854,0.00009458029,0.0001538008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001648963,0.001036196,0.9369812,0.00060021,0.0001666975,0.000008709725,0.04348783,0.000001456741,0.01185577,0.00001232173,0.00009075281,0.005593985],"study_design_scores_gemma":[0.001165026,0.0006092095,0.8869983,0.001471127,0.0003495624,0.000002189875,0.001746281,0.003937092,0.1035452,0.00002818938,0.00000781144,0.0001400736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965819,0.0002309837,0.0008485604,0.00004667719,0.00001418639,0.0003362763,0.00003603577,0.00003430125,0.001871149],"genre_scores_gemma":[0.9968625,0.001562281,0.0008032183,0.00004065637,0.0000554571,0.00001195986,0.00002343089,0.00003338383,0.0006070985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09168939,"threshold_uncertainty_score":0.5683286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04174995929098134,"score_gpt":0.2562911620179513,"score_spread":0.21454120272697,"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."}}