{"id":"W249292086","doi":"10.1155/2013/230380","title":"Increasing HIV Subtype Diversity and Its Clinical Implications in a Sentinel North American Population","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Hip and Knee Clinic; University of Toronto","funders":"","keywords":"Diversity (politics); Human immunodeficiency virus (HIV); Population; Geography; Demography; Medicine; Virology; Environmental health; Sociology; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007639338,0.0001487243,0.0001659457,0.0006045469,0.00107,0.0005654791,0.0003690346,0.0003190642,0.00133852],"category_scores_gemma":[0.001363176,0.0001742434,0.0001194752,0.001035962,0.0004380259,0.0004412368,0.0003777931,0.0004330311,0.0001066553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000990768,"about_ca_system_score_gemma":0.001438934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.134606,"about_ca_topic_score_gemma":0.1757864,"domain_scores_codex":[0.9997076,0.00009419709,0.0000160329,0.0000575476,0.00005426526,0.0000702745],"domain_scores_gemma":[0.9993072,0.00009431205,0.0002120482,0.00002419982,0.0001668883,0.0001953511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003899109,0.00001925309,0.9979066,0.000004198599,0.000004478721,0.000117558,0.0002614606,0.00001920273,0.00008080876,0.00001544779,0.0001543757,0.001377578],"study_design_scores_gemma":[0.000006418454,0.00005887594,0.9965023,0.00001324665,0.00001137876,0.0004736078,0.00231013,0.0002669788,0.00003213303,0.00005951736,0.0002615941,0.000003907458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992083,0.0001067214,0.00002899393,0.0001311185,0.00000388677,0.000007849724,0.0001220998,0.00000207791,0.0003889993],"genre_scores_gemma":[0.9994224,0.0001448176,0.00008821687,0.00009018365,0.000011149,0.000007975824,0.000149204,0.000001014622,0.00008496527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.865394,"threshold_uncertainty_score":0.2676449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01249197149800467,"score_gpt":0.2650320915039025,"score_spread":0.2525401200058978,"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."}}