{"id":"W3008444487","doi":"10.1186/s12877-020-1442-2","title":"Implementation of the Goal-directed Medication review Electronic Decision Support System (G-MEDSS)© into home medicines review: a protocol for a cluster-randomised clinical trial in older adults","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Nova Scotia Health Authority; Dalhousie University","funders":"National Health and Medical Research Council; University of Sydney","keywords":"Deprescribing; Medicine; Polypharmacy; Beers Criteria; Intervention (counseling); Cluster randomised controlled trial; Geriatrics; Medication therapy management; Clinical decision support system; Checklist; Clinical pharmacy; Clinical trial; Health care; Family medicine; Pharmacist; Nursing; Psychiatry; Pharmacy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004070636,0.0002072026,0.001026497,0.00006908154,0.00004695671,0.000007037534,0.0002357108,0.0001221424,0.0001543238],"category_scores_gemma":[0.007194488,0.0001247116,0.0003969558,0.0007803113,0.00003888634,0.0001084637,0.00007047149,0.0003184852,0.000008078099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358026,"about_ca_system_score_gemma":0.0008080654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002206502,"about_ca_topic_score_gemma":0.00004446361,"domain_scores_codex":[0.9954451,0.0007107466,0.002437017,0.0003995024,0.0007206082,0.0002870394],"domain_scores_gemma":[0.9958109,0.002012501,0.001298536,0.000358246,0.000312914,0.0002069275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4349599,0.001273806,0.05903399,0.2791108,0.0002099406,0.000004917388,0.0008761861,0.000001349419,0.00005480367,0.00006377797,0.1175338,0.1068767],"study_design_scores_gemma":[0.8319317,0.004230295,0.01605907,0.02253978,0.002317168,0.00001923097,0.0002909768,0.004398333,0.00009139177,0.00003123345,0.1177261,0.0003646971],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03001005,0.007159607,0.004313667,0.02230549,0.00095184,0.935022,0.00002403406,0.0001409929,0.0000723476],"genre_scores_gemma":[0.1501174,0.02948037,0.00777635,0.03861135,0.00288559,0.7704134,0.0004949384,0.0001606672,0.0000598957],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3969718,"threshold_uncertainty_score":0.8612993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09859466179466952,"score_gpt":0.4907617316509067,"score_spread":0.3921670698562372,"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."}}