{"id":"W3143448351","doi":"10.1101/2021.03.29.437632","title":"HIV proviral burden, genetic diversity, and dynamics in viremic controllers who subsequently initiated suppressive antiretroviral therapy","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; AIDS Vancouver; Simon Fraser University","funders":"Canadian Institutes of Health Research; National Institutes of Health","keywords":"Antiretroviral therapy; Biology; Viral load; Human immunodeficiency virus (HIV); Viral replication; Virology; Genetic diversity; Virus; Immunology; Evolutionary biology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007703647,0.0002504994,0.0001925625,0.00109229,0.0006657661,0.0007902876,0.0003677415,0.0005452348,0.001069852],"category_scores_gemma":[0.003287564,0.0002188221,0.0001514205,0.0004122252,0.0003660629,0.0006056031,0.0005119555,0.0004921458,0.0001521177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002971474,"about_ca_system_score_gemma":0.0001907602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003318212,"about_ca_topic_score_gemma":0.003176608,"domain_scores_codex":[0.9997765,0.0000545838,0.00001393666,0.0000707057,0.0000402018,0.00004409859],"domain_scores_gemma":[0.9992099,0.0002577228,0.0002445037,0.00006250808,0.00009311749,0.0001322181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003085633,0.000128465,0.9867902,0.00001101305,0.00002928709,0.0002182323,0.0008804512,0.0004093288,0.00440523,0.00007443853,0.00007777989,0.006667017],"study_design_scores_gemma":[0.00001645296,0.0007003826,0.9894132,0.00001651718,0.00003604763,0.001109453,0.001587758,0.004707806,0.001728789,0.0002836997,0.0003753317,0.00002467263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996855,0.00003345207,0.0001154316,0.000006445212,5.78988e-7,0.000005518767,0.00005048126,0.000003018368,0.00009957547],"genre_scores_gemma":[0.9995056,0.00002381771,0.000226076,0.000009794365,0.000002166964,0.00000914052,0.0001163691,0.000001929802,0.0001051013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003318212,"threshold_uncertainty_score":0.006597817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0178787142925159,"score_gpt":0.2280695739198406,"score_spread":0.2101908596273246,"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."}}