{"id":"W2991322498","doi":"10.1177/0956462419869520","title":"National and sub-national HIV/AIDS-related mortality in Iran, 1990–2015: a population-based modeling study","year":2019,"lang":"en","type":"article","venue":"International Journal of STD & AIDS","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; Western University","funders":"Ministry of Health and Medical Education","keywords":"Medicine; Demography; Mortality rate; Human immunodeficiency virus (HIV); Population; Estimation; Cause of death; Disease; Environmental health; Immunology; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001778816,0.0002297701,0.0004724113,0.00104221,0.00004261652,0.00006857132,0.0002893821,0.0001231095,0.0003274022],"category_scores_gemma":[0.0007120618,0.000210865,0.0001491592,0.0003394718,0.00003751486,0.0005092605,0.00006170223,0.0005705184,0.00006451267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006068371,"about_ca_system_score_gemma":0.0005611586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001610923,"about_ca_topic_score_gemma":0.0000732783,"domain_scores_codex":[0.9953212,0.0001445048,0.001257389,0.0003133183,0.002753338,0.0002103172],"domain_scores_gemma":[0.9972898,0.0002772768,0.0004753075,0.0001350151,0.001657671,0.0001648914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005444142,0.0008263622,0.9472654,0.00001848623,0.0004638211,0.00008851289,0.0009271075,0.04687211,0.0007339517,0.001380545,0.0001369969,0.0007422211],"study_design_scores_gemma":[0.009879713,0.0007998021,0.8186883,0.0003072974,0.0001147745,0.0001854947,0.001974445,0.1647591,0.0000718105,0.002856433,0.0001006427,0.0002622501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957729,0.0001104238,0.0005726175,0.0007772952,0.0006039752,0.0003943624,0.00005776746,0.00002242352,0.001688226],"genre_scores_gemma":[0.9977158,0.000013446,0.001219823,0.0003270852,0.0003325251,0.000007988412,0.0001022454,0.00003216945,0.000248907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1285772,"threshold_uncertainty_score":0.8598825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05528334264808007,"score_gpt":0.3825940423582622,"score_spread":0.3273106997101821,"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."}}