{"id":"W1981896240","doi":"10.1089/jpm.2006.0215","title":"Potentially Inappropriate Medication Use by Medicaid+Choice Beneficiaries in the Last Year of Life","year":2007,"lang":"en","type":"article","venue":"Journal of Palliative Medicine","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"U.S. Department of Veterans Affairs","keywords":"Beers Criteria; Medicine; Medicaid; Medical prescription; Medicare Part D; Beneficiary; Logistic regression; Family medicine; Retrospective cohort study; Propoxyphene; Palliative care; Prescription drug; Demography; Emergency medicine; Health care; Psychiatry; Internal medicine; Nursing","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":[0.0008904868,0.0001633514,0.000268689,0.00179256,0.0005035731,0.000447485,0.0002794685,0.0003683543,0.000955732],"category_scores_gemma":[0.003763679,0.0001710389,0.000366313,0.001293315,0.0002471122,0.0004223396,0.0004888559,0.0003195766,0.0001138991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006254933,"about_ca_system_score_gemma":0.0004767753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02250852,"about_ca_topic_score_gemma":0.03244869,"domain_scores_codex":[0.9991222,0.0001999921,0.0001447317,0.0001109469,0.0002952544,0.0001268365],"domain_scores_gemma":[0.9942187,0.0006511392,0.004329185,0.0001034195,0.0003121219,0.0003855316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001259251,0.000005542521,0.9995887,0.00000373005,0.000008133866,0.0000257668,0.00002882606,0.000007074593,0.00002550163,0.000003322322,0.00004152564,0.0002493671],"study_design_scores_gemma":[0.000001148065,0.00001872142,0.9996362,0.00000560294,0.00000588284,0.0001370441,0.00004964132,0.00005371956,0.00002238318,0.000003169743,0.00006546632,0.000001059911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987457,0.0002327361,0.00002545255,0.00006194081,0.00000219189,0.000009150249,0.0006942221,0.000001670669,0.0002268899],"genre_scores_gemma":[0.9988317,0.0001555634,0.0000698536,0.00004990165,0.00001345033,0.00001390836,0.0007842499,8.515207e-7,0.00008053976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02250852,"threshold_uncertainty_score":0.04475504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06028490441821081,"score_gpt":0.3445970701546696,"score_spread":0.2843121657364587,"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."}}