{"id":"W2043895594","doi":"10.1089/aid.2012.0018","title":"Short Communication: Effects of Age on Virologic Suppression and CD4 Cell Response in HIV-Positive Patients Initiating Combination Antiretroviral Therapy","year":2012,"lang":"en","type":"article","venue":"AIDS Research and Human Retroviruses","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Public Health Ontario; University of Toronto","funders":"Public Health Agency; Ontario HIV Treatment Network","keywords":"Cart; Medicine; Logistic regression; Internal medicine; Viral load; Immunology; Regimen; Human immunodeficiency virus (HIV)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001810637,0.0001454737,0.0003009316,0.0007365241,0.0003440649,0.0000532339,0.0001381316,0.0001178794,0.00004339259],"category_scores_gemma":[0.001009774,0.0001179872,0.00005805225,0.0003187295,0.0005592564,0.000332985,0.0002014631,0.000664675,0.0000089304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009100373,"about_ca_system_score_gemma":0.00003140428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00012461,"about_ca_topic_score_gemma":0.000008438647,"domain_scores_codex":[0.9968289,0.001470722,0.0003215368,0.0002357873,0.0006207632,0.000522267],"domain_scores_gemma":[0.9977493,0.001368381,0.00006138987,0.0003421716,0.000234462,0.0002442814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003064581,0.002181838,0.9311332,0.0002086219,0.00002810808,0.00001743613,0.001325755,4.410335e-8,0.05299769,0.001192034,0.0009514509,0.00689928],"study_design_scores_gemma":[0.002710968,0.03748798,0.9071662,0.0005142638,0.000006869799,0.000001456134,0.0002847194,0.000006255691,0.05140949,0.0002287503,0.00009260478,0.00009043959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950309,0.001074004,0.000006549475,0.000062998,0.00001203543,0.0007868617,0.00002324432,0.00001663905,0.002986784],"genre_scores_gemma":[0.9983073,0.0006569255,0.00009399262,0.00005070175,0.00002742163,0.0000656217,0.0001080123,0.00001988552,0.0006701448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03530614,"threshold_uncertainty_score":0.4811379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06300326330498632,"score_gpt":0.3924359908986945,"score_spread":0.3294327275937082,"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."}}