{"id":"W4414135359","doi":"10.63946/aubiomed/16743","title":"Pharmacogenomics Applications in Clinical Practice: Revolutionizing Patient Care","year":2025,"lang":"en","type":"article","venue":"Australian Journal of Biomedical Research","topic":"Pharmacogenetics and Drug Metabolism","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Pharmacogenomics; Health care; Pharmacy; Personalized medicine; Precision medicine; Clinical Practice; Healthcare system; Patient care","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":[0.03944895,0.0007086935,0.001280214,0.005082763,0.001172504,0.007641259,0.00209867,0.006286833,0.01505267],"category_scores_gemma":[0.1084305,0.0005841238,0.002529416,0.005528213,0.005000554,0.01000922,0.00579686,0.006506393,0.004772033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005269286,"about_ca_system_score_gemma":0.01961656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003128961,"about_ca_topic_score_gemma":0.004203681,"domain_scores_codex":[0.9529044,0.03380696,0.003731527,0.001672176,0.007286131,0.0005988372],"domain_scores_gemma":[0.8303192,0.1354936,0.01051749,0.005541424,0.01544857,0.002679724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001001187,0.00009977254,0.001244917,0.03895694,0.0003361516,0.0005084713,0.002832362,0.0005319297,0.0005347969,0.09140554,0.1518415,0.7116076],"study_design_scores_gemma":[0.0000868825,0.00009924828,0.001827771,0.08453694,0.000233719,0.0009644532,0.002090279,0.0004162449,0.0005628587,0.09291562,0.8162044,0.00006166793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001742266,0.5310845,0.02754848,0.370608,0.005559597,0.0007175905,0.0006557251,0.0004730437,0.06161084],"genre_scores_gemma":[0.05886617,0.6915714,0.09075818,0.1397563,0.01010881,0.001451038,0.0006426061,0.0002666831,0.006578704],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03944895,"threshold_uncertainty_score":0.2086285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.296727000162518,"score_gpt":0.6262425940166643,"score_spread":0.3295155938541463,"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."}}