{"id":"W2326431776","doi":"10.14288/1.0070964","title":"A new method of integrating epidemiological and health services modelling techniques for studying infectious diseases : an example using HIV/AIDS","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Epidemiology; Infectious disease (medical specialty); Environmental health; Virology; Medicine; Risk analysis (engineering); Computer science; Data science; Disease; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004134398,0.001370887,0.001255902,0.002260176,0.001249892,0.00290036,0.00166787,0.001616238,0.004177139],"category_scores_gemma":[0.01106459,0.0006548548,0.002815638,0.003760712,0.001564872,0.0021738,0.003604629,0.003695056,0.0007194761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001543061,"about_ca_system_score_gemma":0.003152732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02059779,"about_ca_topic_score_gemma":0.01846769,"domain_scores_codex":[0.9974167,0.001668161,0.000145283,0.000208182,0.0004552871,0.000106372],"domain_scores_gemma":[0.9938868,0.004784171,0.0002348944,0.0005342822,0.000425572,0.0001342794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005497593,0.0002008498,0.005079645,0.0004096793,0.0003451086,0.0004601485,0.001020282,0.2143789,0.001188003,0.653734,0.007894178,0.1152343],"study_design_scores_gemma":[0.0000393139,0.00005801481,0.001099444,0.0001071967,0.00009756525,0.0003222338,0.0003584539,0.7525755,0.0004034632,0.1980397,0.04683692,0.00006210432],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004583505,0.0007600591,0.9825936,0.001821067,0.0002867734,0.0001394053,0.0002537887,0.000201616,0.009360101],"genre_scores_gemma":[0.07655329,0.002035145,0.913071,0.0004512855,0.0002947024,0.0005811633,0.0002370809,0.0001559979,0.006620325],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02059779,"threshold_uncertainty_score":0.04095578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0632763483276949,"score_gpt":0.2770744343783837,"score_spread":0.2137980860506888,"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."}}