{"id":"W2108129761","doi":"10.1345/aph.1r621","title":"Prevalence and Risk of Potential Cytochrome P450–Mediated Drug-Drug Interactions in Older Hospitalized Patients with Polypharmacy","year":2013,"lang":"en","type":"article","venue":"Annals of Pharmacotherapy","topic":"Pharmacogenetics and Drug Metabolism","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; Jewish General Hospital","funders":"","keywords":"Polypharmacy; Medicine; Drug; Drug interaction; Pharmacology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006232306,0.0004241887,0.0006070315,0.0004149377,0.0001263131,0.00002256805,0.0004121383,0.00007796229,0.004402988],"category_scores_gemma":[0.00003408839,0.0003677006,0.0001599751,0.0004542187,0.000406344,0.0004921247,0.00008868462,0.0007060632,0.00003649951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001580556,"about_ca_system_score_gemma":0.00008357024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006076302,"about_ca_topic_score_gemma":0.00001347347,"domain_scores_codex":[0.9969033,0.0007754852,0.0008521939,0.0004872996,0.0003695465,0.0006121901],"domain_scores_gemma":[0.9978322,0.0003376527,0.0006913699,0.0002469782,0.0005177786,0.0003740551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00141597,0.00228291,0.5303608,0.0002215787,0.0008621106,0.000008368269,0.002195545,0.0003452822,0.4423767,0.00001919126,0.004831999,0.01507946],"study_design_scores_gemma":[0.01157378,0.00009335396,0.6367487,0.00006796166,0.0002784926,0.000003188504,0.00005582497,0.002232014,0.3437155,0.0001433351,0.004664973,0.0004228276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992018,0.004399514,0.00002441104,0.0007179762,0.0004460486,0.001550721,0.0005087689,0.00004503325,0.0002894856],"genre_scores_gemma":[0.9707531,0.02695428,0.0001564393,0.001436458,0.0001178463,0.0001630392,0.00003230649,0.00005882477,0.0003277533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1063879,"threshold_uncertainty_score":0.9998775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04048296545329023,"score_gpt":0.4005104843500155,"score_spread":0.3600275188967253,"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."}}