{"id":"W2503404095","doi":"10.7448/ias.19.1.20978","title":"Long‐term effectiveness of initiating non‐nucleoside reverse transcriptase inhibitor‐ versus ritonavir‐boosted protease inhibitor‐based antiretroviral therapy: implications for first‐line therapy choice in resource‐limited settings","year":2016,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of British Columbia","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research","keywords":"Medicine; Regimen; Reverse-transcriptase inhibitor; Cart; Protease inhibitor (pharmacology); Nucleoside Reverse Transcriptase Inhibitor; Viral load; Ritonavir; Antiretroviral therapy; Internal medicine; Reverse transcriptase; Virology; Human immunodeficiency virus (HIV); Polymerase chain reaction","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003206882,0.0002496428,0.000620708,0.0002792599,0.000857805,0.001396355,0.0007355848,0.0007713285,0.001451205],"category_scores_gemma":[0.008609294,0.0001519664,0.0004303975,0.0007341526,0.0006831686,0.0004638901,0.000517689,0.0009135842,0.0001345702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008980161,"about_ca_system_score_gemma":0.005717636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3888325,"about_ca_topic_score_gemma":0.5605367,"domain_scores_codex":[0.9984371,0.0005735917,0.0001127611,0.0001978003,0.000314553,0.0003641762],"domain_scores_gemma":[0.9930835,0.001901606,0.00200802,0.0002067656,0.0007850839,0.002014945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01182982,0.0007275308,0.9464223,0.0001681203,0.0005326649,0.0002307888,0.0004047672,0.002385661,0.0006688423,0.0001036958,0.0007975437,0.03572818],"study_design_scores_gemma":[0.0002643357,0.001671146,0.9953535,0.00008429411,0.0002229878,0.0001238742,0.0002798038,0.001361576,0.000168973,0.00006662493,0.0003872719,0.00001564026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966047,0.002289693,0.00002670199,0.0002990448,0.000008822806,0.00001556422,0.0002863406,0.000001393494,0.000467704],"genre_scores_gemma":[0.9988561,0.0004808992,0.00006037776,0.0001095915,0.00001291193,0.000006527001,0.0003024325,0.000001173675,0.0001700911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3888325,"threshold_uncertainty_score":0.7731386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03239843662087626,"score_gpt":0.3080039259060962,"score_spread":0.2756054892852199,"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."}}