{"id":"W4407560692","doi":"10.4212/cjhp.3596","title":"Health Care Workers’ Perceptions of a Pharmacist-Led Collaborative Practice Agreement for Prescribing Nirmatrelvir/Ritonavir to Eligible Patients with COVID-19","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Adrenal Hormones and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vitalité Health Network; Dalhousie University; Horizon Health Network","funders":"","keywords":"Ritonavir; Coronavirus disease 2019 (COVID-19); Pharmacist; Family medicine; Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health care; Nursing; Pharmacy; Human immunodeficiency virus (HIV); Virology; Internal medicine; Antiretroviral therapy; Political science; Viral load","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003101785,0.0001716137,0.0003584982,0.0002704552,0.0004460311,0.00004383056,0.0002094475,0.00002353831,0.00004886471],"category_scores_gemma":[0.0003931825,0.0001187777,0.0001212712,0.0005645697,0.0001166217,0.0002262561,0.00002091641,0.0002463589,0.000003538156],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008055739,"about_ca_system_score_gemma":0.008161558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0116382,"about_ca_topic_score_gemma":0.009421823,"domain_scores_codex":[0.9986119,0.0000919608,0.0004815411,0.0001504522,0.0003178642,0.0003462531],"domain_scores_gemma":[0.9969329,0.0001664738,0.0003913054,0.0001613154,0.001337197,0.001010849],"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":[0.01681551,0.001209523,0.3153978,0.001110244,0.002512743,0.0001657117,0.1095242,0.00336785,0.0001322961,0.0004804851,0.5240635,0.02522003],"study_design_scores_gemma":[0.06157486,0.01557369,0.05021476,0.001746809,0.003080441,0.0001025679,0.1865713,0.0001744972,0.0006484917,0.0002284647,0.679152,0.0009321394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.870995,0.006810937,0.001670316,0.114349,0.0006614481,0.003675364,0.0004576778,0.00001187092,0.001368438],"genre_scores_gemma":[0.9895815,0.0001018714,0.001401079,0.008599399,0.00008188261,0.00003576677,0.00003245781,0.00001769185,0.0001483762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2651831,"threshold_uncertainty_score":0.9974613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556410030488948,"score_gpt":0.3615548827746203,"score_spread":0.3459907824697309,"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."}}