{"id":"W3160658387","doi":"10.1016/j.csbj.2021.05.021","title":"Gut lactate-producing bacteria promote CD4 T cell recovery on Anti-retroviral therapy in HIV-infected patients","year":2021,"lang":"en","type":"article","venue":"Computational and Structural Biotechnology Journal","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Chinese Academy of Sciences","keywords":"Bacteria; Human immunodeficiency virus (HIV); Virology; Microbiology; Medicine; Biology; Immunology; Pharmacology; 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":[0.0003708706,0.0002688786,0.0003475629,0.0002178637,0.0001096683,0.0003966744,0.0001753139,0.0001750365,0.001148049],"category_scores_gemma":[0.0006844566,0.0001174044,0.0005352698,0.0001412676,0.00007667554,0.0001565281,0.0002357588,0.0003218327,0.0001382798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001745232,"about_ca_system_score_gemma":0.0003214638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002049653,"about_ca_topic_score_gemma":0.002308873,"domain_scores_codex":[0.9999083,0.0000360841,0.000004129897,0.0000179084,0.00001336644,0.00002020401],"domain_scores_gemma":[0.9998724,0.00005835052,0.00002693271,0.000007634108,0.00001219115,0.00002250276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005998676,0.001110092,0.6879438,0.0002698646,0.0007025593,0.0005787062,0.0001722179,0.1229743,0.06604699,0.0004362966,0.001460086,0.1123063],"study_design_scores_gemma":[0.0001459167,0.002345623,0.3303075,0.00005208766,0.0004917512,0.0002957706,0.0002918949,0.6427726,0.0212753,0.0007134425,0.001277237,0.0000308719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980484,0.0001850462,0.001260874,0.00004509591,0.000006826304,0.00001112182,0.0001939879,0.00002874598,0.0002200382],"genre_scores_gemma":[0.9974574,0.0001051126,0.001618875,0.00002857191,0.000004010838,0.00001249033,0.0005011641,0.000005431484,0.0002668817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002049653,"threshold_uncertainty_score":0.004075408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008200508274465328,"score_gpt":0.2307519715368496,"score_spread":0.2225514632623843,"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."}}