{"id":"W2124314262","doi":"10.1086/318547","title":"Progressive Human Immunodeficiency Virus–Specific Immune Recovery with Prolonged Viral Suppression","year":2001,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"Medical Research Council; Medical Research Council Canada; Abbott Laboratories","keywords":"Immune system; Immunology; Saquinavir; Ritonavir; CD8; Virology; Virus; Viral load; Biology; Immunodeficiency; Lymphocyte; Medicine; Antiretroviral therapy","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":[],"consensus_categories":[],"category_scores_codex":[0.0005402814,0.0003984149,0.0005741979,0.0001622892,0.0002534464,0.0002695388,0.0001986646,0.0002533075,0.001084348],"category_scores_gemma":[0.001565633,0.0001238732,0.000308237,0.0001725954,0.0003990071,0.0003450602,0.0003032283,0.0006283736,0.0003192118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001885535,"about_ca_system_score_gemma":0.0001344801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001457855,"about_ca_topic_score_gemma":0.0001400285,"domain_scores_codex":[0.9997874,0.00006027352,0.00002086662,0.00003595162,0.00002505035,0.00007052713],"domain_scores_gemma":[0.9994013,0.0001860144,0.0001622611,0.00009033557,0.0000289812,0.0001310685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02244662,0.002118078,0.2318769,0.001003802,0.0004892758,0.02823362,0.001688321,0.003046148,0.2578196,0.001226732,0.001731736,0.4483193],"study_design_scores_gemma":[0.002306863,0.1215899,0.6316174,0.0001751465,0.0005180697,0.1509208,0.0005005246,0.004638383,0.07102992,0.00160422,0.01502602,0.00007273282],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962512,0.00149614,0.0007529574,0.00007039902,0.00001003517,0.00004076236,0.00004695171,0.00004162865,0.001290126],"genre_scores_gemma":[0.9991875,0.0001934441,0.0001464549,0.00007743605,0.00001671267,0.00001181902,0.00006766916,0.000003579152,0.0002954383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001084348,"threshold_uncertainty_score":0.003627539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008588180912614873,"score_gpt":0.2531105564260085,"score_spread":0.2445223755133937,"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."}}