{"id":"W4380149697","doi":"10.1016/j.jval.2023.03.994","title":"EPH112 Economic Impact of Rapid Treatment Initiation of HIV with Bictegravir/Emtricitabine/Tenofovir Alafenamide (B/F/TAF) from a Canadian Healthcare Perspective","year":2023,"lang":"en","type":"article","venue":"Value in Health","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Tenofovir alafenamide; Emtricitabine; Medicine; Human immunodeficiency virus (HIV); Virology; Antiretroviral therapy; Viral load","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001804781,0.0005684155,0.0004371395,0.002085607,0.001747552,0.004551933,0.0008998236,0.001626971,0.0107961],"category_scores_gemma":[0.007411512,0.0002782787,0.00110469,0.002541031,0.0009858739,0.0008511656,0.00100824,0.002620441,0.0003184179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0729803,"about_ca_system_score_gemma":0.1382312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9765239,"about_ca_topic_score_gemma":0.9839335,"domain_scores_codex":[0.9962385,0.0006420746,0.00008386608,0.0001102632,0.001598342,0.001326996],"domain_scores_gemma":[0.9936212,0.0009050383,0.000381402,0.0000529159,0.003440074,0.001599369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002391574,0.0004095985,0.04940299,0.001507591,0.001191002,0.001501046,0.0008363846,0.03835221,0.001386175,0.3205021,0.3682979,0.2142213],"study_design_scores_gemma":[0.0008500764,0.0006718534,0.2079655,0.004590271,0.001966021,0.001115555,0.004947708,0.02717007,0.001242316,0.03939359,0.7096478,0.0004391998],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1152393,0.05438852,0.00160351,0.3386863,0.001989934,0.0001984554,0.0246362,0.00009289406,0.4631648],"genre_scores_gemma":[0.919292,0.03403293,0.00234513,0.01355409,0.0009528313,0.00005029431,0.003933161,0.0000429639,0.02579651],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0729803,"threshold_uncertainty_score":0.5295116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03494687805753612,"score_gpt":0.3124821156191319,"score_spread":0.2775352375615958,"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."}}