{"id":"W4393141962","doi":"10.3390/mps7020026","title":"The Frailty Reduction via Implementation of Exercise, Nutrition, and Deprescribing (FRIEND) Trial: Study Protocol and Recruitment Results","year":2024,"lang":"en","type":"article","venue":"Methods and Protocols","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dementia Centre for Research Collaboration; James Cook University","keywords":"Medicine; Polypharmacy; Geriatrics; Gerontology; Deprescribing; Intervention (counseling); Malnutrition; Physical therapy; Pharmacist; Randomized controlled trial; Nursing; Psychiatry; Pharmacy","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":[0.01399538,0.002690129,0.003720726,0.000704167,0.001829419,0.002184719,0.001710804,0.003298556,0.01993115],"category_scores_gemma":[0.009750366,0.001391471,0.001692756,0.001026416,0.001730332,0.001757886,0.00112139,0.002526463,0.004807462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147558,"about_ca_system_score_gemma":0.007034784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001354836,"about_ca_topic_score_gemma":0.003081104,"domain_scores_codex":[0.9943584,0.003540631,0.000468288,0.0005351417,0.0004601236,0.0006373407],"domain_scores_gemma":[0.9975812,0.0005332235,0.0004779488,0.0003353361,0.0004833084,0.0005889431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.8901179,0.02449836,0.004192216,0.008115698,0.00202689,0.0003835158,0.0006799034,0.001211972,0.002105955,0.001815904,0.03015882,0.03469289],"study_design_scores_gemma":[0.9273193,0.04367447,0.007798967,0.001588044,0.001095818,0.0001240568,0.0001572873,0.001202066,0.0005323945,0.001624965,0.01478684,0.00009564872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03145028,0.001399593,0.002524429,0.0008436822,0.0004211971,0.9536934,0.006247385,0.0001739071,0.003246034],"genre_scores_gemma":[0.01710862,0.000269408,0.002111598,0.0004829025,0.00007201359,0.9783731,0.0006182269,0.000009338615,0.0009547998],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01993115,"threshold_uncertainty_score":0.0740155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1883090064541313,"score_gpt":0.534265631414234,"score_spread":0.3459566249601027,"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."}}