{"id":"W2991632468","doi":"10.33380/2305-2066-2019-8-4-53-60","title":"Chemical and Toxicological Analysis of Antiretroviral Drugs","year":2019,"lang":"en","type":"article","venue":"Drug development & registration","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Public Health Association","funders":"","keywords":"Efavirenz; Nevirapine; Atazanavir; Ritonavir; Darunavir; Abacavir; Zidovudine; Medicine; Pharmacology; Lamivudine; Lopinavir; Urine; Human immunodeficiency virus (HIV); Virology; Internal medicine; Viral load; Antiretroviral therapy; Viral disease; Virus","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002630015,0.0001777101,0.0004771731,0.0002681958,0.00004131361,0.00001985897,0.00005854446,0.00009350297,0.0002084849],"category_scores_gemma":[0.00002797894,0.0001437469,0.00009841547,0.0005409566,0.00006709345,0.00008882717,0.00003952821,0.00009542337,0.00004373762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001185127,"about_ca_system_score_gemma":0.0001911469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006176605,"about_ca_topic_score_gemma":0.000006878047,"domain_scores_codex":[0.9985752,0.00002504623,0.0004539011,0.0003523405,0.0003943364,0.0001991538],"domain_scores_gemma":[0.9994219,0.00004226603,0.0001567922,0.0001941092,0.00007911523,0.0001058241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003176126,0.000616088,0.9285381,0.0001726923,0.001688426,0.0000274723,0.004439433,0.000006334668,0.04071964,0.001966455,0.001455597,0.02005217],"study_design_scores_gemma":[0.004574085,0.0002062174,0.7862347,0.0001787414,0.002075029,0.00002569612,0.001495278,0.001530821,0.1849867,0.00006929317,0.017908,0.0007153882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922848,0.00007079627,0.00006337654,0.0008093904,0.0000455511,0.0003646348,0.00000277382,0.00004443455,0.006314224],"genre_scores_gemma":[0.9794514,0.00002618212,0.006905413,0.00008418925,0.00001656749,0.00001850314,0.0003606571,0.0000090352,0.01312805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1442671,"threshold_uncertainty_score":0.586183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009202233969733001,"score_gpt":0.2486848659693983,"score_spread":0.2394826319996654,"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."}}