{"id":"W4406786091","doi":"10.1371/journal.pone.0317177","title":"Interventions to improve health care provider implementation and patient adherence of patients to recommendations on geriatric assessment and management in older adults: A scoping review protocol","year":2025,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Health Sciences Centre; McGill University Health Centre; Sunnybrook Health Science Centre; BC Cancer Agency; Princess Margaret Cancer Centre; University of Toronto; University Health Network; University of British Columbia; Université de Sherbrooke; Olds College","funders":"","keywords":"CINAHL; Psychological intervention; Medicine; MEDLINE; Protocol (science); Grey literature; Health care; Systematic review; Cochrane Library; Family medicine; Alternative medicine; Gerontology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07923616,0.005551562,0.01197204,0.01685699,0.005203675,0.008108317,0.006677769,0.009098978,0.06774888],"category_scores_gemma":[0.06969091,0.004826237,0.01542752,0.01401279,0.004415084,0.007260193,0.007346292,0.005871904,0.01062324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01463022,"about_ca_system_score_gemma":0.08386664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007380714,"about_ca_topic_score_gemma":0.01604844,"domain_scores_codex":[0.9634934,0.01522764,0.01271445,0.002640464,0.004116208,0.001807735],"domain_scores_gemma":[0.9657226,0.01324499,0.006230762,0.002626727,0.01041992,0.001754957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006467379,0.0009423397,0.001255773,0.8514075,0.002389292,0.0009728507,0.005163242,0.002092524,0.001393335,0.008735784,0.02965706,0.08952294],"study_design_scores_gemma":[0.0231298,0.003987433,0.006567918,0.7165846,0.00901346,0.0007089879,0.004734002,0.001539293,0.002384132,0.009701016,0.2212035,0.0004457824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003050523,0.001349985,0.0007386341,0.0002160131,0.00007647779,0.9951479,0.001561589,0.00002690054,0.0005773391],"genre_scores_gemma":[0.0002849031,0.001449244,0.00239101,0.0000945471,0.00001183295,0.9952461,0.0003080164,0.000002937958,0.0002113948],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07923616,"threshold_uncertainty_score":0.4190459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07294878757759196,"score_gpt":0.4622835270924736,"score_spread":0.3893347395148816,"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."}}