{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005134445,0.000163182,0.0001615492,0.0009300485,0.0008662583,0.000565681,0.0002986393,0.0003193655,0.001325066],"category_scores_gemma":[0.002676664,0.0001519785,0.0001357158,0.0005881988,0.0003269531,0.0005173627,0.0008111858,0.0002010797,0.0001411073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004109069,"about_ca_system_score_gemma":0.0002602753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01198265,"about_ca_topic_score_gemma":0.01559112,"domain_scores_codex":[0.9995005,0.0002297447,0.00003453469,0.00007651925,0.00007850376,0.0000800842],"domain_scores_gemma":[0.9989484,0.0002658091,0.0004483474,0.00003817351,0.0001196557,0.0001795934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005067185,0.00003098424,0.9948792,0.00001662924,0.00001840829,0.0000645804,0.001925063,0.00005659769,0.0004843124,0.00003819914,0.00005582794,0.002379439],"study_design_scores_gemma":[0.000004040023,0.0000975953,0.9947088,0.0000213983,0.00001578746,0.0002866139,0.003797777,0.0006699556,0.0001109895,0.00007577035,0.0002044495,0.000006857993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995973,0.00005416222,0.00005719095,0.00002016668,8.08409e-7,0.000009159779,0.00005185376,8.773497e-7,0.0002085221],"genre_scores_gemma":[0.999616,0.00007299562,0.0001303185,0.00001234235,0.000003300886,0.00001447448,0.00007192983,5.593439e-7,0.00007805333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01198265,"threshold_uncertainty_score":0.02382582,"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."}}