{"id":"W4415782400","doi":"10.1097/fpc.0000000000000579","title":"Pharmacogenetic testing coverage by Canadian insurance providers","year":2025,"lang":"en","type":"article","venue":"Pharmacogenetics and Genomics","topic":"Pharmacogenetics and Drug Metabolism","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary; Dalhousie University","funders":"","keywords":"Reimbursement; Test (biology); Genetic testing; Quality (philosophy); Pharmacogenetics","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":[0.005148191,0.0002961372,0.0002924354,0.003929222,0.002665359,0.001531459,0.001303845,0.0004616037,0.00445836],"category_scores_gemma":[0.02463932,0.00029644,0.0007109494,0.006692283,0.0008106163,0.0005601881,0.001300185,0.0006302732,0.0002018835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03867334,"about_ca_system_score_gemma":0.07593715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9850622,"about_ca_topic_score_gemma":0.9871062,"domain_scores_codex":[0.990507,0.0009540025,0.0006782607,0.0008244574,0.005633876,0.001402417],"domain_scores_gemma":[0.9811869,0.004504268,0.004436931,0.0007628027,0.006906534,0.002202684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001966667,0.00004235721,0.8471399,0.0006233982,0.0001955446,0.0004605193,0.003066778,0.0006360107,0.0005649325,0.00448026,0.04183466,0.100759],"study_design_scores_gemma":[0.00003863777,0.00003838626,0.9343279,0.0009254583,0.000181208,0.0006340711,0.002461946,0.001514999,0.0004791988,0.0005105833,0.05882522,0.00006243577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8057958,0.01714328,0.002944225,0.01802606,0.0001587878,0.0006428565,0.06471527,0.0002285422,0.09034531],"genre_scores_gemma":[0.9778619,0.005209362,0.002754569,0.002941594,0.0000401213,0.000120982,0.008143546,0.00003186384,0.002896095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03867334,"threshold_uncertainty_score":0.280596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06169952826165205,"score_gpt":0.3837315103934607,"score_spread":0.3220319821318087,"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."}}