{"id":"W2007451117","doi":"10.1089/aid.2014.0011","title":"Short Communication: Lower Baseline CD4 Count Is Associated with a Greater Propensity Toward Virological Failure in a Cohort of South African HIV Patients","year":2014,"lang":"en","type":"article","venue":"AIDS Research and Human Retroviruses","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Human immunodeficiency virus (HIV); Cohort; Medicine; Propensity score matching; Cohort study; Lentivirus; Viral load; Sida; Antiretroviral therapy; Baseline (sea); Internal medicine; Virology; Immunology; Viral disease; Biology","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":[0.0003903868,0.0002343125,0.0002379806,0.0007495725,0.0007149128,0.0008664482,0.0003254343,0.0004776473,0.004631182],"category_scores_gemma":[0.002917725,0.0002114349,0.0002552947,0.0008473401,0.0003225214,0.0005436919,0.0003121628,0.0006232733,0.0004634956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002009116,"about_ca_system_score_gemma":0.0003431727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002658999,"about_ca_topic_score_gemma":0.001819151,"domain_scores_codex":[0.999775,0.0000437422,0.0000292097,0.00005968767,0.00004018388,0.00005216657],"domain_scores_gemma":[0.9979469,0.0003309519,0.001166673,0.0001002731,0.0001186568,0.0003366073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005227869,0.0000106704,0.999029,0.000005199168,0.000009349868,0.000129553,0.00007198734,0.000006205948,0.0001238367,0.000007386943,0.0001122384,0.0004424053],"study_design_scores_gemma":[0.00000724009,0.00007274311,0.997685,0.000009381694,0.0000132316,0.001407709,0.0004204335,0.00009624636,0.00004662179,0.00002741159,0.0002098176,0.000004187949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993765,0.0001088423,0.00001863275,0.00008953355,0.000007570769,0.000004673369,0.0001678219,0.000001719804,0.0002247156],"genre_scores_gemma":[0.9996087,0.00006135459,0.00003162604,0.00003650634,0.00001924103,0.000004869452,0.0001403183,0.00000201688,0.00009543444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004631182,"threshold_uncertainty_score":0.01549286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05700372962893615,"score_gpt":0.2986818590289337,"score_spread":0.2416781293999976,"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."}}