{"id":"W2990624034","doi":"","title":"Multidisciplinary Medication Review in Long-Term Care: A Review of Clinical Utility, Cost-Effectiveness and Guidelines [Internet]","year":2019,"lang":"en","type":"review","venue":"","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polypharmacy; Deprescribing; Medicine; Beers Criteria; Pharmacist; Geriatrics; Multidisciplinary approach; Health care; Adverse effect; Family medicine; MEDLINE; Long-term care; Intensive care medicine; Pharmacy; Psychiatry; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00956503,0.001060049,0.003941957,0.009488949,0.0006814396,0.002680464,0.002481324,0.002393318,0.004845288],"category_scores_gemma":[0.03045475,0.0007131175,0.003931921,0.0103936,0.0008719288,0.003251865,0.001545912,0.003006137,0.001084481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005760031,"about_ca_system_score_gemma":0.008901766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0101746,"about_ca_topic_score_gemma":0.02592598,"domain_scores_codex":[0.9927984,0.002134315,0.00191918,0.0003992595,0.002592485,0.0001563481],"domain_scores_gemma":[0.9703239,0.01613587,0.004681443,0.0003348456,0.007878586,0.0006453863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002128323,0.0001301553,0.001133901,0.08470009,0.0008378344,0.00009657883,0.00008949279,0.0003006866,0.00009613865,0.001689658,0.06950896,0.8412036],"study_design_scores_gemma":[0.0006294954,0.000624028,0.01821917,0.5237535,0.005645605,0.001703274,0.0003660828,0.00134824,0.0002852872,0.003509605,0.4437461,0.0001696019],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001574467,0.9955207,0.0002214007,0.002766257,0.0003002055,0.00009009883,0.0001189459,0.00001678412,0.000808123],"genre_scores_gemma":[0.002037855,0.9939076,0.001669591,0.001546371,0.0003767732,0.0001446543,0.0001364941,0.000007134246,0.000173445],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0101746,"threshold_uncertainty_score":0.05058527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5649762541070436,"score_gpt":0.6371505056795025,"score_spread":0.07217425157245894,"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."}}