{"id":"W2415049193","doi":"10.1177/135965350400900414","title":"Predictive Value of HIV-1 Protease Genotype and Virtual Phenotype on the Virological Response to Lopinavir/Ritonavir-Containing Salvage Regimens","year":2004,"lang":"en","type":"article","venue":"Antiviral Therapy","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University Health Network; McGill University; University of Toronto; Montreal General Hospital","funders":"","keywords":"Lopinavir; Lopinavir/ritonavir; Ritonavir; Internal medicine; Virology; Viral load; Regimen; Odds ratio; Population; Univariate analysis; Genotype; Salvage therapy; Biology; Medicine; Oncology; Immunology; Multivariate analysis; Human immunodeficiency virus (HIV); Genetics; Antiretroviral therapy; Chemotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005420439,0.0002788324,0.0002387904,0.0003533183,0.0001787799,0.0004087221,0.0001584125,0.0002801023,0.000971397],"category_scores_gemma":[0.003226268,0.0001118952,0.0002566091,0.0002170178,0.0002795391,0.0001517175,0.0001646195,0.0003996007,0.0001460626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001957695,"about_ca_system_score_gemma":0.0002839367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005936791,"about_ca_topic_score_gemma":0.007816051,"domain_scores_codex":[0.9996895,0.0001300305,0.00002062527,0.0000411663,0.00007209617,0.0000466858],"domain_scores_gemma":[0.9978148,0.001107915,0.0003577812,0.0001094843,0.000168641,0.000441368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005209487,0.00002012451,0.9951243,0.000003820085,0.00004153282,0.000108574,0.00001982075,0.0004581532,0.0009608364,0.00001189207,0.00006420422,0.002665866],"study_design_scores_gemma":[0.00001306904,0.0002098321,0.9959155,0.000004180606,0.00005313012,0.0003973917,0.00004193914,0.002793528,0.0004211206,0.00002963017,0.0001154035,0.00000535682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994273,0.000095367,0.00007098349,0.00002852085,0.000002703004,0.000002014352,0.00006345769,0.000004270622,0.0003053194],"genre_scores_gemma":[0.9998254,0.00001506681,0.00003166253,0.000006669771,0.000003791643,6.71368e-7,0.00006542984,9.181678e-7,0.00005024896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005936791,"threshold_uncertainty_score":0.01180446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02116568627766399,"score_gpt":0.2760755676495867,"score_spread":0.2549098813719227,"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."}}