{"id":"W2747802265","doi":"10.1109/wsc.2016.7822077","title":"Control of an HIV epidemic among injection drug users: simulation modeling on complex networks","year":2016,"lang":"en","type":"article","venue":"2016 Winter Simulation Conference (WSC)","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Simon Fraser University","funders":"Mitacs; Simon Fraser University","keywords":"Syringe; Downtown; Human immunodeficiency virus (HIV); Cohort; Public health; Medicine; Transmission (telecommunications); Needle sharing; Drug; Injection drug use; Drug injection; Family medicine; Psychiatry; Computer science; Nursing; Internal medicine; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001037093,0.0007689609,0.0009093544,0.0008078168,0.0009807186,0.001494307,0.001302606,0.001839039,0.003507446],"category_scores_gemma":[0.006510512,0.0005895689,0.001013005,0.0008732058,0.001160656,0.001216182,0.001531241,0.001133942,0.00021802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002323675,"about_ca_system_score_gemma":0.001845761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1101803,"about_ca_topic_score_gemma":0.05502665,"domain_scores_codex":[0.9995725,0.000224696,0.00001351896,0.0000507607,0.00003661603,0.0001020484],"domain_scores_gemma":[0.9946846,0.004190209,0.0003377172,0.0001190638,0.0003395939,0.0003287896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003988701,0.00003160005,0.002417108,0.000009371724,0.00001554606,0.00003441966,0.00005100868,0.9938939,0.00004913261,0.002536464,0.0002060791,0.0007154636],"study_design_scores_gemma":[0.00001896388,0.00001225717,0.0002764137,0.000004318053,0.000006297392,0.000004824883,0.00004289362,0.9981937,0.00001588588,0.001267204,0.0001531491,0.000004077286],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9096119,0.0006638758,0.06149511,0.002676045,0.000123737,0.0001593566,0.001030808,0.0002021292,0.02403699],"genre_scores_gemma":[0.9860731,0.0004123451,0.008394507,0.0001703796,0.00002905894,0.000152658,0.0003780667,0.00003058212,0.004359286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1101803,"threshold_uncertainty_score":0.219078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09418657432233708,"score_gpt":0.3617625383193311,"score_spread":0.267575963996994,"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."}}