{"id":"W2321786097","doi":"10.1097/qai.0b013e31821438d9","title":"Increasing HIV Subtype Diversity in Canadian-Born Patients Living in Southern Alberta, Canada","year":2011,"lang":"en","type":"letter","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Immigration; Pandemic; Demography; Human immunodeficiency virus (HIV); Transmission (telecommunications); Diversity (politics); Medicine; Virology; Geography; Coronavirus disease 2019 (COVID-19); Disease; Political science; Infectious disease (medical specialty); Internal medicine; Sociology","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":[0.000519564,0.0003688684,0.0005087284,0.00120244,0.004422968,0.001719077,0.002130915,0.001994282,0.004936622],"category_scores_gemma":[0.003295492,0.0003008308,0.0002505491,0.003173191,0.0009163953,0.0006059137,0.0005501296,0.001978543,0.0004420579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01140713,"about_ca_system_score_gemma":0.0176356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9276656,"about_ca_topic_score_gemma":0.9474486,"domain_scores_codex":[0.9993561,0.00004108403,0.00005408614,0.00007987356,0.0002462464,0.0002225873],"domain_scores_gemma":[0.9969585,0.0003902728,0.0003789077,0.00006484696,0.001348337,0.0008592068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004972038,0.00009815487,0.7615394,0.0005504884,0.0001336008,0.02460697,0.006112103,0.0002138812,0.0008969049,0.0005512696,0.1619491,0.0428509],"study_design_scores_gemma":[0.0001073389,0.0001148669,0.8733688,0.001539108,0.0002736096,0.03225191,0.02063843,0.001163535,0.00036325,0.0005378916,0.06949496,0.000146245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7963566,0.03431982,0.0003817096,0.121038,0.009371888,0.0001918155,0.005062606,0.0001165581,0.03316109],"genre_scores_gemma":[0.9545141,0.01209802,0.0004007637,0.02432007,0.003155471,0.0000271146,0.0008182994,0.00005158457,0.004614525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07233441,"threshold_uncertainty_score":0.1455207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01436024513533603,"score_gpt":0.2117098879429398,"score_spread":0.1973496428076038,"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."}}