{"id":"W4396695713","doi":"10.1111/hiv.13655","title":"De‐simplifying antiretroviral therapy from a single‐tablet to a two‐tablet regimen: Acceptance, patient‐reported outcomes, and cost savings in a multicentre study","year":2024,"lang":"en","type":"article","venue":"HIV Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Regimen; Quality of life (healthcare); Patient satisfaction; Human immunodeficiency virus (HIV); Family medicine; Health care; Cohort; Antiretroviral therapy; Viral load; Physical therapy; Pediatrics; Internal medicine; Surgery; Nursing","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":[0.006558571,0.000685606,0.001049203,0.0007742953,0.0008667132,0.001393694,0.0005806327,0.001008806,0.00172439],"category_scores_gemma":[0.01105996,0.0005921376,0.00231175,0.001419131,0.0006914677,0.001212729,0.0009297626,0.001011428,0.0002780521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010847,"about_ca_system_score_gemma":0.0008832946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002933878,"about_ca_topic_score_gemma":0.003176846,"domain_scores_codex":[0.9949234,0.003101962,0.0005121646,0.0004162048,0.0006795339,0.0003668508],"domain_scores_gemma":[0.9902773,0.002776611,0.004095351,0.0007576013,0.0007228854,0.001370154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02656539,0.01458601,0.9305809,0.0005137604,0.002511609,0.0004322041,0.00344648,0.0003020504,0.0007359151,0.00006470791,0.0004827492,0.01977817],"study_design_scores_gemma":[0.004655222,0.03225294,0.9586397,0.0001064799,0.0009517387,0.0004881791,0.001290118,0.0008052482,0.0001820768,0.00005229509,0.0004807912,0.00009532761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995018,0.0001530182,0.00003051757,0.0000250432,0.000003028972,0.0001121369,0.00006694836,0.000001132836,0.0001064432],"genre_scores_gemma":[0.9993656,0.0001106138,0.0001273256,0.0000676316,0.00001336704,0.0001249253,0.0001077296,0.000001467162,0.00008142026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006558571,"threshold_uncertainty_score":0.03468543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04462506133623517,"score_gpt":0.3685701261863278,"score_spread":0.3239450648500927,"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."}}