{"id":"W3137211483","doi":"10.1016/j.ijid.2021.03.018","title":"Dolutegravir response in antiretroviral therapy naïve and experienced patients with M184V/I: Impact in low-and middle-income settings","year":2021,"lang":"en","type":"article","venue":"International Journal of Infectious Diseases","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Resistance mutation; Dolutegravir; Medicine; Emtricitabine; Antiretroviral therapy; ANTIRETROVIRAL AGENTS; Human immunodeficiency virus (HIV); Viral load; Tenofovir; Drug resistance; Lamivudine; Virology; Internal medicine; Virus; Biology; Genetics","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":[0.0008631253,0.0001899435,0.0004284855,0.0001633092,0.0004375773,0.001193056,0.0003274044,0.0005086637,0.003920108],"category_scores_gemma":[0.003003375,0.0001178101,0.0004652933,0.0003529934,0.0002213187,0.0004887918,0.00061251,0.0009558903,0.000469573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039612,"about_ca_system_score_gemma":0.0007870732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00442506,"about_ca_topic_score_gemma":0.006269196,"domain_scores_codex":[0.9992936,0.000294487,0.00003742811,0.00009822276,0.00008289261,0.0001934362],"domain_scores_gemma":[0.9990454,0.0001968788,0.0002447562,0.00001772408,0.00008416319,0.000411056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01250481,0.00250895,0.8910853,0.0003632957,0.0003622705,0.0009442261,0.0004968704,0.0005916597,0.0006196527,0.0002086098,0.007751508,0.08256288],"study_design_scores_gemma":[0.001193292,0.007909823,0.9823088,0.0002832395,0.0002903193,0.001095649,0.001065382,0.0008912003,0.0001975146,0.0002581277,0.004477546,0.00002910005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892707,0.003469826,0.00004647641,0.001690084,0.00006453583,0.00008925857,0.00115755,0.00001374396,0.004197819],"genre_scores_gemma":[0.9978167,0.0006178222,0.00005461267,0.0005431855,0.00006983055,0.00003579978,0.0004832081,0.000004218275,0.0003746893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00442506,"threshold_uncertainty_score":0.01311409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005521465338640821,"score_gpt":0.2714505992303197,"score_spread":0.2659291338916789,"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."}}