{"id":"W2995535198","doi":"10.1016/j.jval.2019.09.1260","title":"PIN15 THE VALUE OF ACHIEVING OPTIMAL ADHERENCE WITH LONG-ACTING DIRECTLY OBSERVED ANTIRETROVIRAL THERAPY (LA DOT ART) AMONGST PATIENTS LIVING WITH HIV-1 INFECTION: A MODELLING STUDY","year":2019,"lang":"en","type":"article","venue":"Value in Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"GlaxoSmithKline (Canada)","funders":"","keywords":"Medicine; Dosing; Antiretroviral therapy; Viral load; Cohort; Transmission (telecommunications); Human immunodeficiency virus (HIV); Quality of life (healthcare); Medication adherence; Health care; Intensive care medicine; Internal medicine; Family medicine","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":[0.004964223,0.001465527,0.001623547,0.000844834,0.0006834907,0.002554075,0.002477557,0.002881849,0.008749171],"category_scores_gemma":[0.02345578,0.0009226156,0.003734171,0.0009695556,0.0009251447,0.001735372,0.001571123,0.002960688,0.000586861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0025943,"about_ca_system_score_gemma":0.002228242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03044203,"about_ca_topic_score_gemma":0.01457112,"domain_scores_codex":[0.9972072,0.002046567,0.00008273619,0.0001936258,0.00009225155,0.0003775544],"domain_scores_gemma":[0.9585562,0.03765194,0.001837153,0.0005889579,0.0005613726,0.0008043668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00865159,0.003147751,0.07495462,0.0008883687,0.002877332,0.0006844301,0.001125439,0.8764842,0.0003741582,0.01082945,0.001695158,0.01828748],"study_design_scores_gemma":[0.001362059,0.005355054,0.01978018,0.0002804955,0.001479137,0.0003026486,0.0009332151,0.9606663,0.0002383454,0.008198154,0.001285709,0.0001186778],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823735,0.001246382,0.006294508,0.001454392,0.00005249572,0.000310131,0.001529668,0.00005798136,0.00668088],"genre_scores_gemma":[0.9965496,0.0002706018,0.001236365,0.0001096646,0.00001355742,0.0001692364,0.0002593841,0.000009875544,0.001381601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03044203,"threshold_uncertainty_score":0.06052965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06000358241910445,"score_gpt":0.3252636823510242,"score_spread":0.2652600999319197,"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."}}