{"id":"W3140175067","doi":"10.1089/aid.2020.0270","title":"Exceptional T CD4 <sup>+</sup> Recovery Post-antiretroviral Is Linked to a Lower HIV Reservoir with a Specific Immune Differentiation Pattern","year":2021,"lang":"en","type":"article","venue":"AIDS Research and Human Retroviruses","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Immune system; Flow cytometry; T cell; Cytotoxic T cell; CD8; Effector; Regimen; Polymerase chain reaction; Cohort","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006003669,0.0003362512,0.00047339,0.0006406942,0.001035469,0.0003181263,0.0003485554,0.0002538933,0.007614628],"category_scores_gemma":[0.0001951112,0.0002688855,0.0001574258,0.00054799,0.000575604,0.0003057114,0.0004976902,0.0009543644,0.003362957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002123985,"about_ca_system_score_gemma":0.0002838667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006309749,"about_ca_topic_score_gemma":0.0002472576,"domain_scores_codex":[0.9962248,0.0006917766,0.0004181512,0.0009173054,0.0004691577,0.001278837],"domain_scores_gemma":[0.9978001,0.0003740944,0.00006568801,0.0006827539,0.0008433975,0.0002340088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005091958,0.00237094,0.6105545,0.0001708504,0.001563242,0.0007870269,0.002255351,0.000006369503,0.3049859,0.001022656,0.04437063,0.02682057],"study_design_scores_gemma":[0.006480353,0.02186727,0.89441,0.0003509152,0.00005319121,0.0001324438,0.001801692,0.000002580626,0.02481148,0.0007149373,0.04865495,0.000720221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99461,0.001902852,0.0001528109,0.0009560194,0.00007231884,0.000544465,0.0007669739,0.00006434215,0.0009302823],"genre_scores_gemma":[0.9768938,0.0004442222,0.0001190617,0.0002320915,0.0001567162,0.0001394197,0.0015768,0.0000504395,0.02038746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2838554,"threshold_uncertainty_score":0.9999763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04226290398774279,"score_gpt":0.305887789535682,"score_spread":0.2636248855479392,"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."}}