{"id":"W3110232120","doi":"10.1093/jac/dkaa484","title":"Increased CD4 : CD8 ratio normalization with implementation of current ART management guidelines","year":2020,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of Regina; University of Ottawa; Women's College Hospital; Toronto General Hospital; University Health Network; University of Toronto; Ottawa Hospital","funders":"Institute of Population and Public Health; Canadian Institutes of Health Research","keywords":"Medicine; Normalization (sociology); CD4-CD8 Ratio; Cohort; Proportional hazards model; Internal medicine; Hazard ratio; Cohort study; CD8; Confidence interval; Immunology; Lymphocyte subsets; Immune system","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001121307,0.0002043488,0.0002677632,0.0004754868,0.0004983986,0.0009598772,0.0009177178,0.000521521,0.003272583],"category_scores_gemma":[0.01152932,0.000160649,0.0004524525,0.0008694772,0.0003471366,0.0007027927,0.0005042838,0.001238402,0.000249388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003512366,"about_ca_system_score_gemma":0.005602673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3510615,"about_ca_topic_score_gemma":0.2585127,"domain_scores_codex":[0.9981815,0.0002024911,0.0001121094,0.0002761969,0.0006667587,0.0005610672],"domain_scores_gemma":[0.993414,0.0008440458,0.00398078,0.000193302,0.00108356,0.000484247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001878257,0.00003416263,0.9907324,0.00002649617,0.00004686006,0.00007415078,0.0001101886,0.0002061188,0.0001127947,0.00007228622,0.0004691318,0.007927582],"study_design_scores_gemma":[0.000004221501,0.00004389237,0.9984159,0.00002079424,0.00002083531,0.0001956151,0.0001105432,0.0005058897,0.00008903209,0.00003521867,0.0005529602,0.000004976435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894867,0.001624834,0.0005749624,0.0009084331,0.00003110281,0.00006895539,0.00208851,0.000062444,0.005154067],"genre_scores_gemma":[0.9987602,0.0001973331,0.0002231503,0.00006133888,0.00001308764,0.000008003941,0.0004284873,0.00000503675,0.0003033958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3510615,"threshold_uncertainty_score":0.6980362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03822150764456782,"score_gpt":0.374621043682009,"score_spread":0.3363995360374412,"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."}}