{"id":"W1964622370","doi":"10.1016/s0140-6736(02)09411-4","title":"Prognosis of HIV-1-infected patients starting highly active antiretroviral therapy: a collaborative analysis of prospective studies","year":2002,"lang":"en","type":"article","venue":"The Lancet","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":1528,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; AIDS Vancouver","funders":"Roche; Abbott Laboratories","keywords":"Medicine; Cohort; Viral load; Internal medicine; Hazard ratio; Proportional hazards model; Cohort study; Antiretroviral therapy; Prospective cohort study; Sida; Human immunodeficiency virus (HIV); Immunology; Confidence interval; Viral disease","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":[0.01101803,0.001075242,0.00208491,0.004035762,0.001246743,0.002074027,0.001339842,0.001247734,0.0007180982],"category_scores_gemma":[0.02503835,0.0007791997,0.002623494,0.006082406,0.0008588519,0.001314652,0.001690547,0.0007539324,0.0001212077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005794234,"about_ca_system_score_gemma":0.001337288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006374615,"about_ca_topic_score_gemma":0.005569339,"domain_scores_codex":[0.9898397,0.005267683,0.001762934,0.001562692,0.00102885,0.0005382144],"domain_scores_gemma":[0.9580858,0.01521268,0.01671244,0.004310133,0.003054307,0.00262477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0009147289,0.00001633583,0.994808,0.00005914723,0.002329746,0.00005119006,0.00008875352,0.00009337577,0.0001257694,0.00002107588,0.00007164498,0.00142037],"study_design_scores_gemma":[0.0001072938,0.0002689629,0.9956956,0.0000420756,0.002771087,0.0003089365,0.0002664096,0.000222616,0.00009933564,0.00005305425,0.0001424272,0.00002222841],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910415,0.007271484,0.0002953282,0.0001134946,0.00001652413,0.00003544531,0.0009816021,0.000006650996,0.0002380098],"genre_scores_gemma":[0.9977138,0.001235259,0.0002270057,0.0000194707,0.00001540255,0.00001818592,0.000736373,0.0000038259,0.00003052728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01101803,"threshold_uncertainty_score":0.05826956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03509085617758826,"score_gpt":0.2982483936321948,"score_spread":0.2631575374546065,"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."}}