{"id":"W4388572392","doi":"10.1097/cm9.0000000000002881","title":"Drug resistance mutations among people living with HIV with treatment failure in Henan Province, China","year":2023,"lang":"en","type":"letter","venue":"Chinese Medical Journal","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Drug resistance; Phylogenetic tree; Medicine; Viral load; HIV drug resistance; Subtyping; Human immunodeficiency virus (HIV); Virology; Gene; Genetics; Biology; Antiretroviral therapy","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":[0.001238345,0.0003864712,0.000510663,0.00119489,0.0009720701,0.0007490198,0.0009199086,0.002044911,0.002960584],"category_scores_gemma":[0.003200268,0.0002288211,0.0001719986,0.001234203,0.0004575701,0.0008361282,0.000466111,0.001426274,0.0003221201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005333496,"about_ca_system_score_gemma":0.001165711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01193877,"about_ca_topic_score_gemma":0.01197009,"domain_scores_codex":[0.9996263,0.0001085858,0.00006835841,0.00007701782,0.00006498801,0.00005480409],"domain_scores_gemma":[0.9979742,0.0005957484,0.0003964899,0.00005201136,0.0005908429,0.0003906761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004049187,0.0001524369,0.2915623,0.00245925,0.0002186197,0.01443192,0.002391796,0.0002449201,0.001004574,0.0007113597,0.6023651,0.08405293],"study_design_scores_gemma":[0.0001982573,0.0004170907,0.6942663,0.002914742,0.0005258045,0.01916062,0.007762665,0.004496644,0.0006620692,0.001497962,0.2678784,0.0002194265],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3421429,0.06070214,0.001207597,0.5213569,0.06356587,0.0001967918,0.003687725,0.0001511107,0.006988995],"genre_scores_gemma":[0.7656178,0.03100912,0.001180982,0.1029853,0.09229522,0.0001510906,0.001289725,0.00005510016,0.005415582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01193877,"threshold_uncertainty_score":0.02373856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004629991861989534,"score_gpt":0.230054720176406,"score_spread":0.2254247283144165,"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."}}