{"id":"W2906939865","doi":"","title":"Deprescribing Is an Essential Part of Good Prescribing.","year":2019,"lang":"en","type":"editorial","venue":"PubMed","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Bruyère; University of Ottawa","funders":"","keywords":"Medicine; Deprescribing; Beers Criteria; Intensive care medicine; Polypharmacy; Family medicine","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"],"consensus_categories":[],"category_scores_codex":[0.0006172194,0.0003376719,0.0008402443,0.0001429145,0.00004493941,0.00005165164,0.0003042246,0.0006792766,0.0002639292],"category_scores_gemma":[0.001702224,0.000293235,0.0002871906,0.0001410268,0.00007623552,0.0003399882,0.0001610214,0.001125777,0.00004694166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008393551,"about_ca_system_score_gemma":0.000225327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001247902,"about_ca_topic_score_gemma":0.000005966236,"domain_scores_codex":[0.9967603,0.0001350519,0.0006324727,0.000595207,0.001269633,0.000607307],"domain_scores_gemma":[0.9972721,0.0008260944,0.0004832222,0.000754575,0.0002601969,0.0004038395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008335301,0.0004055591,0.005202929,0.0009727037,0.0004109902,0.00001900338,0.0001283832,0.000001340575,0.00002631566,0.000016037,0.9752291,0.01675404],"study_design_scores_gemma":[0.002246266,0.0001425753,0.001929004,0.0001336919,0.001112094,0.000003053619,0.00002263685,0.00009216718,0.001203762,0.00001485673,0.9928157,0.0002841842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.007073466,0.0008818489,0.00001538161,0.0003779366,0.9714098,0.002444338,0.0003849483,0.0000908779,0.01732139],"genre_scores_gemma":[0.07890938,0.0004617379,0.00008554602,0.0004623615,0.9073674,0.0004953227,0.0008325236,0.0001274049,0.01125833],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07183592,"threshold_uncertainty_score":0.999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1077582993080839,"score_gpt":0.3500724030585003,"score_spread":0.2423141037504165,"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."}}