{"id":"W4399903684","doi":"10.3399/bjgp24x737901","title":"Pharmacogenomics in primary care: a quality improvement project at Alconbury and Brampton surgeries 2019–2023","year":2024,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Pharmacogenetics and Drug Metabolism","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brampton Civic Hospital","funders":"","keywords":"Medicine; Pharmacogenomics; Medical prescription; Primary care; Pharmacogenetics; Adverse effect; Genetic testing; CYP2C19; Intensive care medicine; Drug; Pediatrics; Internal medicine; Family medicine; Psychiatry; Pharmacology; Genotype","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02305462,0.0004331746,0.0005441012,0.001746161,0.003038592,0.004549289,0.002421229,0.001509835,0.01247047],"category_scores_gemma":[0.02609832,0.0006321227,0.0006402688,0.003814626,0.001871512,0.001808074,0.00545964,0.002437395,0.001604513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02679664,"about_ca_system_score_gemma":0.115912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3906671,"about_ca_topic_score_gemma":0.4406231,"domain_scores_codex":[0.9816431,0.006577564,0.0008801846,0.001439227,0.006865758,0.002594045],"domain_scores_gemma":[0.8950795,0.008461221,0.006864743,0.003850243,0.02498935,0.06075495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001659591,0.002734975,0.3097592,0.001579435,0.0003543315,0.001021736,0.004905382,0.001111795,0.003992339,0.002230783,0.2232788,0.4473717],"study_design_scores_gemma":[0.0009919549,0.001390659,0.9120762,0.0006388944,0.00008566077,0.0003174409,0.002569648,0.001433767,0.0004746909,0.0003613411,0.07960637,0.00005325829],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5383971,0.019402,0.01301556,0.3282483,0.00213601,0.008730224,0.03417199,0.002591162,0.05330766],"genre_scores_gemma":[0.7683118,0.01572333,0.08316794,0.04877005,0.001633937,0.005846568,0.03227169,0.0007106443,0.04356399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3906671,"threshold_uncertainty_score":0.7767863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07444806620528673,"score_gpt":0.442867335041007,"score_spread":0.3684192688357203,"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."}}