{"id":"W2487904168","doi":"10.1186/s12977-016-0282-9","title":"Lack of concordance between residual viremia and viral variants driving de novo infection of CD4+ T cells on ART","year":2016,"lang":"en","type":"article","venue":"Retrovirology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Instituto de Salud Carlos III; Merck Sharp and Dohme; Generalitat de Catalunya; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Viremia; Viral load; Virology; Biology; Tissue tropism; Tropism; Immunology; Concordance; Viral replication; Virus; 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":[0.0003362386,0.0001549095,0.000208861,0.0004699606,0.0002511166,0.0006281051,0.0003319546,0.0005001792,0.002281285],"category_scores_gemma":[0.001608018,0.0001507346,0.0001162238,0.000252597,0.0003772617,0.0002143099,0.0003093811,0.0004204419,0.0003607282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001351085,"about_ca_system_score_gemma":0.0001325567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000448545,"about_ca_topic_score_gemma":0.0003439893,"domain_scores_codex":[0.9994886,0.00007258151,0.00005536728,0.0001858097,0.00008888573,0.0001086643],"domain_scores_gemma":[0.9987054,0.0005053991,0.0002410683,0.0001958363,0.0001535839,0.0001987525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00136438,0.0000658678,0.8442766,0.00006932996,0.00007688734,0.0006909627,0.0005789218,0.0002308307,0.142473,0.0002418769,0.0001257937,0.009805563],"study_design_scores_gemma":[0.00001796223,0.000528123,0.9770339,0.0000144327,0.00006481967,0.006413612,0.0003934094,0.001120304,0.01343956,0.0002909202,0.0006739945,0.000008864238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986696,0.0001658395,0.0001833992,0.000008121568,0.000002699096,0.00000537376,0.00008339597,0.000008861295,0.0008726547],"genre_scores_gemma":[0.9996874,0.0000182643,0.00007025057,0.00000824205,0.000004764763,0.000003344238,0.0001205424,0.000003110785,0.00008405712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002281285,"threshold_uncertainty_score":0.00763166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01967478348466214,"score_gpt":0.2836690150486335,"score_spread":0.2639942315639713,"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."}}