{"id":"W1977101066","doi":"10.1023/b:ejep.0000032378.98991.59","title":"Clinical, Immunological and Virological Evolution in Patients with CD4 T-Cell Count above 500/mm3: Is there a Benefit to Treat with Highly Active Antiretroviral Therapy (HAART)?","year":2004,"lang":"en","type":"article","venue":"European Journal of Epidemiology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Medicine; Viral load; Internal medicine; Antiretroviral therapy; Incidence (geometry); Immunology; Cohort; Gastroenterology; Human immunodeficiency virus (HIV)","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":[0.0009073663,0.0004605912,0.001257618,0.0006491356,0.0008248189,0.0007184928,0.0005710397,0.00224745,0.00176309],"category_scores_gemma":[0.004326236,0.000270572,0.0006954601,0.001021266,0.000704638,0.00119626,0.0002974206,0.001334077,0.0003030231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003784568,"about_ca_system_score_gemma":0.0005691164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001603724,"about_ca_topic_score_gemma":0.002516269,"domain_scores_codex":[0.999451,0.0002119157,0.00006540208,0.00005320906,0.00009111244,0.0001273239],"domain_scores_gemma":[0.99812,0.0006643102,0.0003267825,0.00004187757,0.000167645,0.0006794464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002607285,0.0002432392,0.985299,0.0000914812,0.0001124621,0.002578769,0.00007292501,0.00007673119,0.0004196913,0.00005538142,0.0004463287,0.007996771],"study_design_scores_gemma":[0.0001315661,0.001099199,0.9907302,0.00005445506,0.0001594308,0.006399648,0.0003396156,0.0003622307,0.00008089635,0.0001879591,0.0004333577,0.00002131747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886537,0.006818369,0.0001083134,0.001861287,0.0001157231,0.00002843279,0.0001513206,0.000007476051,0.002255302],"genre_scores_gemma":[0.9972597,0.00130742,0.0001134385,0.0005437855,0.0003622468,0.00001204467,0.0002004904,0.000001957979,0.0001988435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00224745,"threshold_uncertainty_score":0.005898058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02885786229516761,"score_gpt":0.2903522546770689,"score_spread":0.2614943923819013,"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."}}