{"id":"W2121564154","doi":"10.1086/507313","title":"Immunogenetics of CD4 Lymphocyte Count Recovery during Antiretroviral Therapy: An AIDS Clinical Trials Group Study","year":2006,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Research Resources; National Institute of Allergy and Infectious Diseases; University of California, San Diego; University of North Carolina at Chapel Hill; U.S. Public Health Service; University of California, Los Angeles; Bavarian Nordic; Ohio State University; Rush University; Georgetown University; University of Cincinnati; University of Pittsburgh; University of Washington; Case Western Reserve University; Massachusetts General Hospital; University of Minnesota; Harvard University; University of Rochester; University of Miami; Northwestern University; York University; Bristol-Myers Squibb; University of Pennsylvania; Gilead Sciences; Vanderbilt University; ACT Government; University of Southern California; GlaxoSmithKline; Emory University; Abbott Laboratories","keywords":"Immunology; Multifactor dimensionality reduction; Lymphocyte; Viremia; Biology; Viral load; Tumor necrosis factor alpha; Immune system; Genotype; Single-nucleotide polymorphism; Gene; Oncology; Medicine; Antibody; Genetics; Virus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004135816,0.0006279243,0.001501602,0.0002304245,0.0004132678,0.0007735164,0.0006303041,0.0012155,0.001361837],"category_scores_gemma":[0.004959268,0.0002900137,0.0009057088,0.0006133392,0.0004635595,0.0004352151,0.000285145,0.001071684,0.0002207572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003632918,"about_ca_system_score_gemma":0.000675849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003672777,"about_ca_topic_score_gemma":0.0005733289,"domain_scores_codex":[0.9969968,0.002353898,0.0001425245,0.000178996,0.0001633906,0.0001644039],"domain_scores_gemma":[0.99673,0.001260639,0.0009901504,0.0003528289,0.0001739371,0.0004925188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7329043,0.005795433,0.2075809,0.0007482508,0.008064141,0.0003145065,0.0002503282,0.0009290476,0.003574621,0.0003873101,0.002060137,0.03739104],"study_design_scores_gemma":[0.3362992,0.1211836,0.5266395,0.0002032201,0.005819329,0.0005554228,0.0001689122,0.002114009,0.001518131,0.0009030296,0.004532351,0.00006318744],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950969,0.003057118,0.0001800764,0.000250193,0.00003533963,0.0003919975,0.0003741889,0.000009057861,0.0006052686],"genre_scores_gemma":[0.9967416,0.0005966534,0.000477633,0.0003539799,0.00008593923,0.0007641994,0.0005625137,0.000004279421,0.0004132623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004135816,"threshold_uncertainty_score":0.02187258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02943175907156601,"score_gpt":0.3212346931412839,"score_spread":0.2918029340697179,"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."}}