{"id":"W3009684042","doi":"10.1097/00126334-200008150-00006","title":"Predicting HIV RNA Virologic Outcome at 52-Weeks Follow-Up in Antiretroviral Clinical Trials","year":2000,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"HIV Legal Network","funders":"","keywords":"Medicine; Internal medicine; Viral load; Clinical trial; Antiretroviral therapy; Sida; Gastroenterology; Human immunodeficiency virus (HIV); Viral disease; Immunology","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":[0.06235424,0.0009351741,0.002382474,0.002543617,0.0005124757,0.002538555,0.0008566611,0.001463387,0.001005169],"category_scores_gemma":[0.1071921,0.0004016977,0.00154417,0.002494279,0.0006077107,0.002266922,0.001354362,0.00118925,0.0003471533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004794953,"about_ca_system_score_gemma":0.000654202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002939619,"about_ca_topic_score_gemma":0.0005275251,"domain_scores_codex":[0.947768,0.03800701,0.006390134,0.002913433,0.004137677,0.0007838945],"domain_scores_gemma":[0.8740247,0.08719208,0.02879503,0.003327049,0.003998807,0.002662322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01215721,0.0002346539,0.9534963,0.0004629351,0.00180764,0.00009407497,0.0001144975,0.001788718,0.0005781043,0.00007163422,0.0004872814,0.028707],"study_design_scores_gemma":[0.001688155,0.007905618,0.9699026,0.0004796379,0.002315096,0.0006222806,0.0001846092,0.01345148,0.001245373,0.0004999185,0.001640192,0.00006495422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825059,0.01195745,0.001857815,0.000408037,0.00005134985,0.0004284579,0.001332415,0.00003385988,0.001424789],"genre_scores_gemma":[0.9962311,0.0006442789,0.001416052,0.00009039663,0.00005786316,0.0002816041,0.001143081,0.000006657561,0.0001290202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06235424,"threshold_uncertainty_score":0.3297647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08186959230116878,"score_gpt":0.3700302879333999,"score_spread":0.2881606956322311,"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."}}