{"id":"W2519911688","doi":"10.1111/jgs.14322","title":"Knowledge Translation Strategy to Reduce the Use of Potentially Inappropriate Medications in Hospitalized Elderly Adults","year":2016,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université de Sherbrooke; McMaster University; Programs for Assessment of Technology in Health Research Institute; St. Joseph’s Healthcare Hamilton; McGill University Health Centre; Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Medicine; Psychological intervention; Polypharmacy; Geriatrics; Pharmacist; Intervention (counseling); Emergency medicine; Pediatrics; Intensive care medicine; Pharmacy; Family 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006993911,0.000104827,0.0003274379,0.00006020657,0.00006026624,0.00001684357,0.0002610326,0.0000413753,0.00001862128],"category_scores_gemma":[0.0005280739,0.00004627282,0.0003773715,0.0008340628,0.0001857556,0.0002036779,0.00004039801,0.0002847576,0.000002573121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009589403,"about_ca_system_score_gemma":0.0003091744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007746131,"about_ca_topic_score_gemma":0.000007311631,"domain_scores_codex":[0.9984633,0.0002237339,0.0006233096,0.0001086453,0.000408828,0.0001721644],"domain_scores_gemma":[0.9976488,0.0006655105,0.001001669,0.0002466917,0.0003095264,0.0001278467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005046864,0.001756842,0.08515509,0.0002063645,0.001081258,0.000009717126,0.0156709,0.0004653078,0.06954261,0.0001820913,0.01138738,0.8094956],"study_design_scores_gemma":[0.01411161,0.005509759,0.9094201,0.0008522964,0.001974378,0.0001361784,0.003784046,0.002316057,0.003350651,0.0006017417,0.05743833,0.0005048009],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733987,0.0002868936,0.0027026,0.02286246,0.0002781965,0.0003922582,0.00001004521,0.000005086044,0.00006377294],"genre_scores_gemma":[0.9933885,0.001414083,0.00438713,0.0005476547,0.0001525396,0.000004073293,5.335786e-7,0.00001236841,0.00009315998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8242651,"threshold_uncertainty_score":0.1886951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276758364784095,"score_gpt":0.3874664877095561,"score_spread":0.2597906512311466,"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."}}