{"id":"W2981890157","doi":"10.1177/2042098619883156","title":"Foreword to the first special collection: Addressing the invisible iatrogenic epidemic: the role of deprescribing in polypharmacy and inappropriate medication use","year":2019,"lang":"en","type":"editorial","venue":"Therapeutic Advances in Drug Safety","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Polypharmacy; Deprescribing; Medicine; Medical emergency; Beers Criteria; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01093651,0.00544572,0.007610813,0.007365324,0.005865667,0.0141476,0.005676275,0.02936691,0.01947903],"category_scores_gemma":[0.04697417,0.001914788,0.005300861,0.003199725,0.003753692,0.006326577,0.002530559,0.03132938,0.01505749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005037545,"about_ca_system_score_gemma":0.007013774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00354093,"about_ca_topic_score_gemma":0.01226996,"domain_scores_codex":[0.9908819,0.001789246,0.001365939,0.001013273,0.004373245,0.000576312],"domain_scores_gemma":[0.9437537,0.02406936,0.004954705,0.001460469,0.01872141,0.00704043],"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":[0.00002602709,0.00001517439,0.00003110081,0.0001904445,0.00002356129,0.00005476654,0.000008536581,0.00001146017,0.00002363436,0.0001158932,0.9966403,0.002859022],"study_design_scores_gemma":[0.0001733316,0.00007458291,0.0006460947,0.001723243,0.0002167897,0.0003309964,0.0001081854,0.0002711172,0.0001153172,0.001646176,0.9946262,0.000067991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001648253,0.004373056,0.00006593829,0.03945591,0.9551451,0.00001868372,0.00005071073,0.00003511899,0.0008390619],"genre_scores_gemma":[0.0001121272,0.00208592,0.00004436931,0.02394736,0.9714433,0.00001829547,0.00001922607,0.00001931012,0.002310208],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02936691,"threshold_uncertainty_score":0.06516385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06828952103001117,"score_gpt":0.3856460790282565,"score_spread":0.3173565579982453,"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."}}