{"id":"W1703585126","doi":"10.1177/135965350200700407","title":"Analysis of Virological Efficacy in Trials of Antiretroviral Regimens: Drawbacks of Not Including Viral Load Measurements after Premature Discontinuation of Therapy","year":2002,"lang":"en","type":"article","venue":"Antiviral Therapy","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of British Columbia","funders":"","keywords":"Viral load; Discontinuation; Antiretroviral therapy; Medicine; Internal medicine; Human immunodeficiency virus (HIV); Virology; Intensive care medicine; 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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5579955,0.002743758,0.00939409,0.005348078,0.001209292,0.004066507,0.002521605,0.004241676,0.001967195],"category_scores_gemma":[0.6239101,0.001391939,0.01597087,0.005920421,0.005502984,0.00564724,0.004095337,0.004677696,0.000322035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001259999,"about_ca_system_score_gemma":0.001897873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003200806,"about_ca_topic_score_gemma":0.0004352325,"domain_scores_codex":[0.1128017,0.8229671,0.03581284,0.008926366,0.0187175,0.0007744165],"domain_scores_gemma":[0.09761143,0.8304594,0.04212671,0.0233069,0.005665892,0.0008296657],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.2139897,0.0009183229,0.2555037,0.03567009,0.3058267,0.0006241747,0.002664866,0.01743273,0.002061538,0.007689762,0.002806752,0.1548116],"study_design_scores_gemma":[0.07003209,0.1238289,0.4821931,0.01407473,0.1149695,0.002425437,0.002032389,0.09275134,0.007683489,0.06260448,0.02639933,0.00100519],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5923309,0.1307746,0.2404186,0.005556541,0.003804556,0.01428815,0.004198684,0.0003653252,0.008262757],"genre_scores_gemma":[0.9509948,0.003064639,0.03283703,0.001782684,0.001158579,0.008456693,0.00112875,0.0001376512,0.0004392371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4420045,"threshold_uncertainty_score":0.5450703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093838942444743,"score_gpt":0.3530438630255081,"score_spread":0.2436599687810337,"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."}}