{"id":"W2096831111","doi":"10.18553/jmcp.2005.11.3.211","title":"Effect of Prescriber Education on the Use of Medications Contraindicated in Older Adults in a Managed Medicare Population","year":2005,"lang":"en","type":"article","venue":"Journal of Managed Care Pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pharmacy; Medicare Part D; Medical prescription; Managed care; Population; Prescription drug; Medicare Advantage; Medication therapy management; Pharmacist; Incidence (geometry); Quarter (Canadian coin); Family medicine; Emergency medicine; Health care; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001097095,0.0001311948,0.0003948454,0.0004779275,0.00002768402,0.000008419272,0.0001663346,0.00004869044,0.0001821996],"category_scores_gemma":[0.001078002,0.00008320718,0.0001359557,0.0003938251,0.00005392318,0.0003186612,0.00002410415,0.0006404339,0.000002458687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001481375,"about_ca_system_score_gemma":0.00009756455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002184638,"about_ca_topic_score_gemma":0.00005908441,"domain_scores_codex":[0.9976162,0.0006824013,0.0008278962,0.0001219931,0.0005992992,0.0001521822],"domain_scores_gemma":[0.997373,0.001392693,0.0007386107,0.0001884206,0.0001909542,0.0001163231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008053802,0.001878411,0.5029475,0.001880134,0.0004034744,0.00006194046,0.007945594,0.0007284497,0.001149113,0.0002093063,0.003158797,0.4715835],"study_design_scores_gemma":[0.02886882,0.001000686,0.9249876,0.004878974,0.001555945,0.00006395444,0.002512269,0.00805178,0.01061531,0.00002941257,0.01716965,0.0002655728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884317,0.0009817138,0.00001608604,0.008795394,0.0001954258,0.001026224,0.000007425184,0.000005860312,0.00054015],"genre_scores_gemma":[0.9981523,0.0003707763,0.0001047644,0.001166129,0.0001054972,0.00001923153,0.00002658291,0.00001362649,0.00004112475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4713179,"threshold_uncertainty_score":0.339309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06944851455571585,"score_gpt":0.4102771347377874,"score_spread":0.3408286201820716,"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."}}