{"id":"W4385644651","doi":"10.1007/s40121-023-00848-4","title":"Comparing Real-World Healthcare Costs Associated with Single-Tablet Regimens for HIV-1: The 2-Drug Regimen Dolutegravir/Lamivudine vs. Standard 3- or 4-Drug Regimens","year":2023,"lang":"en","type":"article","venue":"Infectious Diseases and Therapy","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"ViiV Healthcare","keywords":"Dolutegravir; Medicine; Emtricitabine; Tenofovir alafenamide; Cobicistat; Regimen; Lamivudine; Rilpivirine; Elvitegravir; Tolerability; Internal medicine; Human immunodeficiency virus (HIV); Viral load; Adverse effect; Virology; Antiretroviral therapy","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":[0.004021292,0.0006344307,0.0006435178,0.001127857,0.0001903004,0.001302976,0.0007589163,0.0006551139,0.00234572],"category_scores_gemma":[0.01274665,0.0002873758,0.002431996,0.001182223,0.0003883353,0.001278345,0.0008868019,0.001029642,0.0001257715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002138154,"about_ca_system_score_gemma":0.0008608834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005008112,"about_ca_topic_score_gemma":0.00478407,"domain_scores_codex":[0.9965005,0.002145447,0.0003039817,0.0003761845,0.0003677768,0.0003060569],"domain_scores_gemma":[0.9932794,0.003743258,0.002081652,0.0002244441,0.0003442961,0.0003269843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1676524,0.005079748,0.6856148,0.001808703,0.01954167,0.0003902033,0.0002829281,0.06109548,0.001104055,0.002378303,0.002407204,0.05264442],"study_design_scores_gemma":[0.007774496,0.05326628,0.8367516,0.0005231004,0.009994381,0.0009381459,0.001193341,0.08297445,0.001868648,0.001672374,0.002885025,0.0001582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972051,0.001282572,0.0001654346,0.0001207037,0.00002948339,0.00006212547,0.0008216818,0.000003624927,0.0003092152],"genre_scores_gemma":[0.9985266,0.0003121352,0.0002392758,0.00003847541,0.00002397309,0.00004265603,0.0007192888,0.000003300252,0.00009422767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005008112,"threshold_uncertainty_score":0.02126688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0301729314649504,"score_gpt":0.2926663668731265,"score_spread":0.2624934354081762,"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."}}