{"id":"W2015528328","doi":"10.1155/2013/358294","title":"Improvements in Immune Function and Activation with 48-Week Darunavir/Ritonavir-Based Therapy: GRACE Substudy","year":2013,"lang":"en","type":"article","venue":"ISRN AIDS","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; McGill University Health Centre","funders":"Gilead Sciences","keywords":"Medicine; Ritonavir; Regimen; Internal medicine; Gastroenterology; CD8; Immune system; Darunavir; Immunology; Antiretroviral therapy; Human immunodeficiency virus (HIV); Viral load","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":[0.002272665,0.0007284377,0.001600425,0.0003798331,0.0005057315,0.0007354901,0.0005381446,0.0007050658,0.001134815],"category_scores_gemma":[0.001355817,0.0003059527,0.001193786,0.0006690954,0.0004440924,0.0005689364,0.0005352964,0.001017258,0.0003883916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000564389,"about_ca_system_score_gemma":0.0004752963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001923122,"about_ca_topic_score_gemma":0.005922234,"domain_scores_codex":[0.9986961,0.0006913982,0.0001305582,0.0001558514,0.0001518757,0.0001741596],"domain_scores_gemma":[0.9986421,0.0002363574,0.0006197945,0.0001403093,0.0001044183,0.0002570497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07177275,0.002001517,0.8860264,0.0005337484,0.002969951,0.0004033842,0.0004196957,0.000468958,0.006000574,0.00005687508,0.002019283,0.02732672],"study_design_scores_gemma":[0.005604342,0.02131247,0.9673864,0.00006297207,0.001198319,0.0007017802,0.0001247936,0.0003588662,0.001003184,0.00004221661,0.00217296,0.00003159196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938466,0.002322142,0.0001041282,0.0001001389,0.00001512771,0.0003922672,0.00208413,0.00002531599,0.001110093],"genre_scores_gemma":[0.9948471,0.00055241,0.0002826017,0.000354832,0.00007693016,0.0004159842,0.003068138,0.000006935443,0.0003950013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002272665,"threshold_uncertainty_score":0.01201916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506851956704685,"score_gpt":0.2465178579375581,"score_spread":0.2314493383705112,"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."}}