{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003797488,0.0004570365,0.000779014,0.0002571538,0.0007686971,0.0001419127,0.0001159073,0.00006550033,0.00005598716],"category_scores_gemma":[0.00006808133,0.0002646132,0.0001629061,0.0008726158,0.0001800835,0.0001057223,0.00005070849,0.0002093105,0.00001616569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005897203,"about_ca_system_score_gemma":0.0003385025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005748692,"about_ca_topic_score_gemma":0.004086614,"domain_scores_codex":[0.9976992,0.0001572814,0.0003979187,0.0005850858,0.000459146,0.0007013766],"domain_scores_gemma":[0.998037,0.0006009464,0.0002616541,0.0004704185,0.0002773032,0.0003526327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009256603,0.001031245,0.7945963,0.0002054342,0.002461236,0.0002813803,0.00228689,0.00003386719,0.00004328842,0.001720598,0.176656,0.01142723],"study_design_scores_gemma":[0.0654539,0.005080754,0.4932402,0.002908121,0.002028295,0.0001608447,0.002784212,0.001102742,0.0008375215,0.00313618,0.4211307,0.00213648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620841,0.001932121,0.00003100184,0.02829165,0.0002521125,0.00318005,0.0004362359,0.0009494775,0.002843228],"genre_scores_gemma":[0.9537305,0.003888246,0.00006609513,0.0008826532,0.000213644,0.0005205856,0.0007973112,0.0001113107,0.0397897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.301356,"threshold_uncertainty_score":0.9999806,"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."}}