{"id":"W2794052067","doi":"10.1111/hiv.12578","title":"Patient perspectives on de‐simplifying their single‐tablet co‐formulated antiretroviral therapy for societal cost savings","year":2018,"lang":"en","type":"article","venue":"HIV Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hip and Knee Clinic; University of Calgary","funders":"","keywords":"Medicine; Dolutegravir; Abacavir; Context (archaeology); Human immunodeficiency virus (HIV); Medical prescription; Lamivudine; Family medicine; Total cost; Antiretroviral therapy; Viral load; Nursing; Virology; Accounting","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":[0.002501895,0.000157612,0.0001572301,0.0002720475,0.001327178,0.002349725,0.0002710182,0.0009179386,0.007142004],"category_scores_gemma":[0.00993853,0.0001281612,0.0005230475,0.0004395856,0.0007574138,0.0009765425,0.0009196996,0.001209612,0.0003637064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001652152,"about_ca_system_score_gemma":0.001833739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0102265,"about_ca_topic_score_gemma":0.01793315,"domain_scores_codex":[0.9962623,0.002295402,0.0001828669,0.0001088716,0.0006881141,0.0004624975],"domain_scores_gemma":[0.9946596,0.002048173,0.001691423,0.00008154161,0.0006647262,0.0008545402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001417519,0.001123522,0.6757402,0.00066408,0.0003452141,0.004342425,0.04344033,0.001458309,0.003570851,0.004232274,0.02510758,0.2385577],"study_design_scores_gemma":[0.0003239338,0.003296532,0.7478318,0.001356128,0.0003991901,0.01081228,0.1623387,0.002492583,0.001857122,0.003120087,0.06594087,0.0002308557],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639212,0.001430174,0.0002738998,0.01791746,0.00004760664,0.00002821676,0.0001941831,0.000009236224,0.0161781],"genre_scores_gemma":[0.9961221,0.0008510573,0.0003421184,0.002176791,0.00003921619,0.000008361228,0.00004340634,0.000002928326,0.0004140371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0102265,"threshold_uncertainty_score":0.0238924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05238000725967346,"score_gpt":0.3700233601049759,"score_spread":0.3176433528453024,"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."}}