{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005903084,0.000350098,0.0006213457,0.0003229249,0.0001041179,0.00004004702,0.0002012999,0.0002402143,0.0005255855],"category_scores_gemma":[0.0005292678,0.0002594563,0.0001436837,0.0001864556,0.0001402166,0.0008047777,0.00004130599,0.000272836,0.0001432313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001939018,"about_ca_system_score_gemma":0.000103067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001362639,"about_ca_topic_score_gemma":0.0001075126,"domain_scores_codex":[0.9972534,0.0003171789,0.0009360792,0.0006032664,0.0004740282,0.0004161024],"domain_scores_gemma":[0.9968803,0.000966949,0.0004479314,0.0006845161,0.0007661866,0.0002541494],"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":[0.0009447905,0.0001326711,0.02385794,0.00002159486,0.00006532263,0.000002258574,0.001176627,0.9505807,0.001666345,0.0001481888,0.0001253933,0.02127813],"study_design_scores_gemma":[0.004026833,0.0004160035,0.0125997,0.0007401006,0.0001029916,0.000001835123,0.0005610206,0.9805821,0.0001766626,0.0003490537,0.0001559407,0.0002877273],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4787816,0.000007310824,0.5196058,0.0002807318,0.0001799047,0.0005021097,0.00001890908,0.0001242451,0.0004993059],"genre_scores_gemma":[0.9978118,0.000006986671,0.0003310326,0.000341122,0.0004779063,0.00001875352,0.0001012391,0.00006179743,0.0008493933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5192748,"threshold_uncertainty_score":0.9999858,"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."}}