{"id":"W3031201479","doi":"10.1007/s11096-020-01073-6","title":"Impact of a pharmacist-administered deprescribing intervention on nursing home residents: a randomized controlled trial","year":2020,"lang":"en","type":"article","venue":"International Journal of Clinical Pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Eastern Health","keywords":"Deprescribing; Medicine; Polypharmacy; Pharmacist; Pharmacy; Intervention (counseling); Randomized controlled trial; Long-term care; Nursing homes; Emergency medicine; Pediatrics; Family medicine; Nursing; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003326616,0.0002251665,0.002324053,0.0002335669,0.00002547367,0.00005694184,0.0004015935,0.00006629655,0.0009316629],"category_scores_gemma":[0.01375633,0.0001465981,0.004094396,0.0001198024,0.0001794448,0.000427031,0.00005365751,0.0009381573,0.00002677544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001111414,"about_ca_system_score_gemma":0.000318483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001481405,"about_ca_topic_score_gemma":9.49096e-8,"domain_scores_codex":[0.9929329,0.00121863,0.004174172,0.0002248231,0.001262048,0.000187496],"domain_scores_gemma":[0.9901845,0.004827207,0.003425671,0.000112051,0.0009085579,0.0005419635],"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":[0.9582465,0.003075562,0.0149806,0.00003003078,0.004846982,0.0002653673,0.0001864783,0.00005142384,0.0005812087,0.00004365563,0.0009916645,0.0167005],"study_design_scores_gemma":[0.9813745,0.003373734,0.001941403,0.0006888603,0.001600847,0.00009912261,0.00002126101,0.009593495,0.0004399797,0.0002286412,0.0005178144,0.0001203142],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831838,0.0003782343,0.0007908155,0.007680506,0.004529231,0.00157651,0.0000160416,0.00001771352,0.001827159],"genre_scores_gemma":[0.9943616,0.0005930758,0.0002343516,0.002219517,0.00248755,0.00001185094,0.000009116379,0.00002262629,0.0000603496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.023128,"threshold_uncertainty_score":0.9999816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4073075320063729,"score_gpt":0.6072462621183251,"score_spread":0.1999387301119522,"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."}}