{"id":"W2019705613","doi":"10.1007/s10852-010-9134-0","title":"Mathematical Analysis of an HIV/AIDS Model: Impact of Educational Programs and Abstinence in Sub-Saharan Africa","year":2010,"lang":"en","type":"article","venue":"Journal of Mathematical Modelling and Algorithms","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Human immunodeficiency virus (HIV); Abstinence; Affect (linguistics); Resource (disambiguation); Antiretroviral therapy; Sexual abstinence; Medicine; Psychology; Social psychology; Demography; Family medicine; Computer science; Environmental health; Psychiatry; Sociology; Research methodology; Population; Viral load; Family planning; Communication","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001804479,0.001043208,0.001935024,0.001194535,0.001265823,0.002179452,0.001987651,0.002903042,0.006480283],"category_scores_gemma":[0.009898429,0.0007886555,0.00149612,0.0008901627,0.00196985,0.001657915,0.001891015,0.00217741,0.0003635677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002640172,"about_ca_system_score_gemma":0.003202166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06631476,"about_ca_topic_score_gemma":0.02550455,"domain_scores_codex":[0.9994436,0.0002690839,0.00001431606,0.00004993889,0.00004820095,0.0001747723],"domain_scores_gemma":[0.9931219,0.005472152,0.0005019697,0.00007635901,0.0004834329,0.0003442044],"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":[0.00005857921,0.00005919426,0.001375842,0.0000437968,0.00003268166,0.0001410613,0.00006420343,0.967952,0.0001500665,0.0284226,0.0008672916,0.0008325317],"study_design_scores_gemma":[0.00002690942,0.00001620358,0.0002709597,0.000008237945,0.00002019796,0.00002050414,0.00006981836,0.9946233,0.00003828631,0.004658736,0.000238158,0.000008708775],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7895647,0.003624179,0.1450731,0.01425737,0.0003443714,0.0002224587,0.001886497,0.0002132872,0.04481399],"genre_scores_gemma":[0.9752744,0.001152818,0.006852877,0.0003512764,0.0001228223,0.0001479649,0.0003401412,0.00006367241,0.01569418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06631476,"threshold_uncertainty_score":0.1318575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09691485799688777,"score_gpt":0.4237884310873098,"score_spread":0.3268735730904221,"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."}}