{"id":"W1990321253","doi":"10.1177/1715163513499530","title":"Reducing polypharmacy in the elderly","year":2013,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; University of Ottawa","funders":"","keywords":"Polypharmacy; Medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009643533,0.0002425428,0.0004789606,0.0006907501,0.0005554304,0.0006896828,0.0003723192,0.0008766743,0.004103743],"category_scores_gemma":[0.008162276,0.0001054621,0.0006779549,0.0004581768,0.0001393036,0.0008075308,0.0009935081,0.001117673,0.0009518303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009104832,"about_ca_system_score_gemma":0.001551508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006376703,"about_ca_topic_score_gemma":0.01646441,"domain_scores_codex":[0.9993383,0.0001754883,0.0000632873,0.00004566768,0.0002959298,0.00008131042],"domain_scores_gemma":[0.9980164,0.0002885565,0.0003855661,0.00003984114,0.000520646,0.0007489662],"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":[0.000536321,0.002625755,0.04467124,0.002136673,0.0003449624,0.0003969048,0.0007389949,0.0001200638,0.0007321707,0.0006541998,0.07038591,0.8766568],"study_design_scores_gemma":[0.001753732,0.00771731,0.6579322,0.01099357,0.001109872,0.003464077,0.002292217,0.001468116,0.001230724,0.007371459,0.3045648,0.0001019795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5761427,0.1978231,0.003560069,0.1294523,0.004005664,0.001193315,0.001485281,0.000638328,0.08569922],"genre_scores_gemma":[0.8063747,0.1127183,0.01026058,0.05390931,0.003607842,0.0005594499,0.0008643488,0.00005775647,0.01164772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006376703,"threshold_uncertainty_score":0.01372844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09516335656206329,"score_gpt":0.3439525022866119,"score_spread":0.2487891457245487,"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."}}