{"id":"W2791746780","doi":"10.1017/s0950268818000389","title":"The changing HIV-1 genetic characteristics and transmitted drug resistance among recently infected population in Yunnan, China","year":2018,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Centers for Disease Control and Prevention; National Natural Science Foundation of China","keywords":"Genotype; Virology; Population; Human immunodeficiency virus (HIV); Biology; Drug resistance; Genetics; Demography; Gene","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":[0.0006783912,0.0003042928,0.0002822614,0.0009099867,0.001017222,0.0005273884,0.0004204371,0.0002717027,0.0005163759],"category_scores_gemma":[0.0008165058,0.0002539043,0.0002711833,0.001548912,0.0004839164,0.0005211062,0.000376342,0.0003386871,0.00005221392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181819,"about_ca_system_score_gemma":0.001467802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1002354,"about_ca_topic_score_gemma":0.100975,"domain_scores_codex":[0.9996674,0.00005587521,0.0000495075,0.0001013243,0.00005122764,0.0000746612],"domain_scores_gemma":[0.9995988,0.00005403168,0.0001072799,0.00003348677,0.00008251239,0.0001239577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002990715,0.00001784234,0.9943966,0.00002099548,0.00003693001,0.0002734988,0.000816652,0.0001148046,0.0007181102,0.00006569952,0.0001187547,0.003390214],"study_design_scores_gemma":[0.000004140415,0.00003132399,0.9982791,0.00001101612,0.00001341374,0.0002475382,0.0007689382,0.0002639754,0.00004531812,0.00004972667,0.0002785189,0.000007168597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994972,0.0002011901,0.00004056582,0.00005122991,0.000003029373,0.000005890256,0.00007806281,0.000001274245,0.0001215257],"genre_scores_gemma":[0.9993838,0.0001960123,0.00006583523,0.00004630745,0.000006764706,0.000008806455,0.000159949,0.000001179372,0.0001312806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1002354,"threshold_uncertainty_score":0.199304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239370384033356,"score_gpt":0.2691681863676131,"score_spread":0.2567744825272796,"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."}}