{"id":"W2406813304","doi":"10.1097/qai.0000000000000359","title":"Brief Report","year":2014,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Maple Leaf Medical Clinic; University of Toronto","funders":"Canadian Institutes of Health Research; National Institutes of Health","keywords":"Pathogenesis; CD8; CD4-CD8 Ratio; Immune system; Immunology; Immune Dysfunction; Antiretroviral therapy; Medicine; Human immunodeficiency virus (HIV); Viral load; Internal medicine; Gastroenterology; Lymphocyte subsets","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00134327,0.0009856387,0.0007388234,0.001250531,0.001293712,0.003113632,0.001695982,0.004081401,0.2554527],"category_scores_gemma":[0.005801696,0.000321337,0.0006742528,0.0006696102,0.0004596077,0.001693223,0.001800698,0.00269419,0.1493835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053933,"about_ca_system_score_gemma":0.002733546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001332681,"about_ca_topic_score_gemma":0.001387656,"domain_scores_codex":[0.9986399,0.0002438118,0.0001597521,0.0002940842,0.0004451578,0.0002173151],"domain_scores_gemma":[0.9963762,0.0004211451,0.0002276034,0.0003351129,0.00131694,0.001323109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003315141,0.0002254671,0.002959958,0.0005331437,0.00003166727,0.006132802,0.0001371146,0.00007282913,0.001138774,0.003496541,0.7377088,0.2472314],"study_design_scores_gemma":[0.00003832367,0.0001244344,0.001418505,0.0003281696,0.00001681779,0.00945845,0.0001427425,0.00004766435,0.0003986836,0.001206688,0.9868065,0.00001312722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0141923,0.06257536,0.008317561,0.1167135,0.2812188,0.001577356,0.009418421,0.001685784,0.5043009],"genre_scores_gemma":[0.06421835,0.0443336,0.00605263,0.04939618,0.1121597,0.0007766006,0.01169214,0.0006321602,0.7107387],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7445474,"threshold_uncertainty_score":0.8545743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507485840630335,"score_gpt":0.2665363465778815,"score_spread":0.2514614881715782,"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."}}