{"id":"W4413173798","doi":"10.1002/jac5.70097","title":"Patient‐Reported Adverse Drug Events on Nirmatrelvir–Ritonavir: A Prospective Observational Study of a Pharmacist‐Led Follow‐Up and Monitoring Service","year":2025,"lang":"en","type":"article","venue":"JACCP JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health; University of British Columbia","funders":"Ministry of Health, British Columbia","keywords":"Observational study; Pharmacist; Medicine; Adverse effect; Drug; Ritonavir; Adverse drug reaction; Service (business); Medical emergency; Pharmacy; Family medicine; Internal medicine; Pharmacology; Human immunodeficiency virus (HIV); Antiretroviral therapy; Viral load; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009183951,0.0001784119,0.0009703409,0.0001411569,0.00008689224,0.000003229438,0.0003411303,0.00002334017,0.00006088001],"category_scores_gemma":[0.001199546,0.0001250855,0.0002999011,0.001025822,0.0001728523,0.0001375384,0.0001326274,0.0006155355,0.000004300312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006168431,"about_ca_system_score_gemma":0.0007006378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005868731,"about_ca_topic_score_gemma":0.000002673327,"domain_scores_codex":[0.996238,0.0003974107,0.002084747,0.0002373548,0.0008895083,0.0001529637],"domain_scores_gemma":[0.9943381,0.0008708228,0.003166295,0.0003436714,0.001093973,0.0001871623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007931225,0.002688665,0.977533,0.00007994095,0.0008688964,0.00004240097,0.0003310284,0.00002633159,0.001021242,0.00001219727,0.004599866,0.004865182],"study_design_scores_gemma":[0.01959265,0.001189759,0.9689109,0.0009955092,0.0007694355,0.00004897629,0.002982274,0.000317111,0.003033288,0.0002429707,0.001800777,0.0001162908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993857,0.0001063924,0.000008563814,0.00348188,0.001198689,0.000932704,0.00001904867,0.000008795747,0.000386886],"genre_scores_gemma":[0.997186,0.0001288523,0.0002953374,0.001251007,0.0001787287,0.00002237531,7.031892e-7,0.00001222511,0.0009247486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01166143,"threshold_uncertainty_score":0.5100837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1687186881333488,"score_gpt":0.4767522921002859,"score_spread":0.3080336039669371,"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."}}