{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004484919,0.0002284692,0.0004084973,0.0002088447,0.0003111417,0.00002454823,0.0001238985,0.0001052317,0.001429728],"category_scores_gemma":[0.000671368,0.0001512913,0.0002254652,0.0002626674,0.0005481037,0.0001028864,0.00002656433,0.0002987752,0.00007070956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002938774,"about_ca_system_score_gemma":0.0001088919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006099081,"about_ca_topic_score_gemma":0.000005010977,"domain_scores_codex":[0.9981936,0.00006392578,0.0003469815,0.0003618683,0.0004087401,0.0006248381],"domain_scores_gemma":[0.9986758,0.0001907547,0.0001069284,0.0003169764,0.0004045896,0.0003050139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002821583,0.001422349,0.005436691,0.0001575386,0.0004478297,0.0000292091,0.02764941,8.630739e-7,0.2975313,0.0009382624,0.5136366,0.1499284],"study_design_scores_gemma":[0.0334022,0.2591212,0.01278041,0.004268863,0.0002248697,0.0002436788,0.0697891,0.01587922,0.1388654,0.0006655746,0.4638262,0.0009332375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567631,0.0009713094,0.005098754,0.00562054,0.0001265752,0.001636489,0.0001183128,0.0001582979,0.02950662],"genre_scores_gemma":[0.9921173,0.0001921644,0.0002834728,0.001500505,0.0009717777,0.00008009871,0.0001808338,0.00004745236,0.004626376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2576989,"threshold_uncertainty_score":0.9994831,"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."}}