{"id":"W2051295453","doi":"10.1097/00002030-200401020-00017","title":"Are untimed antiretroviral drug levels useful predictors of adherence behavior?","year":2004,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Mental Health","keywords":"Drug; Antiretroviral drug; Medicine; Human immunodeficiency virus (HIV); Antiretroviral therapy; Internal medicine; Intensive care medicine; Viral load; Pharmacology; Virology","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":[0.001750738,0.0003293888,0.0003900565,0.0005279842,0.0002444129,0.000602272,0.0003715448,0.0009043907,0.0007529548],"category_scores_gemma":[0.01080399,0.0003672745,0.0002781503,0.0008554159,0.000449744,0.0006945993,0.0003098448,0.001161988,0.0002715996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001257786,"about_ca_system_score_gemma":0.0001679537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001848711,"about_ca_topic_score_gemma":0.003374703,"domain_scores_codex":[0.9987569,0.000749363,0.0001122193,0.0001281109,0.0001552946,0.0000980944],"domain_scores_gemma":[0.9874512,0.006176276,0.00444841,0.0006182258,0.0006123691,0.000693602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006530008,0.00004770335,0.9977511,0.000005831782,0.00005026772,0.00001381893,0.00003513817,0.00003803496,0.00009657971,0.000014126,0.00002611511,0.001856026],"study_design_scores_gemma":[0.000004920142,0.0001437047,0.9988453,0.000006797524,0.0000300453,0.0001019598,0.00005195172,0.0005781201,0.00007807002,0.00005231191,0.0001034307,0.000003378215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982154,0.0007935063,0.0002539414,0.0001709985,0.000009243499,0.000005217549,0.0002315194,0.000003973252,0.0003160611],"genre_scores_gemma":[0.9992005,0.0001859409,0.0002876228,0.00005514373,0.00001915212,0.000005424598,0.0001611483,0.000001428663,0.00008352908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001848711,"threshold_uncertainty_score":0.009258866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04272145419513905,"score_gpt":0.3369817985946535,"score_spread":0.2942603443995144,"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."}}