{"id":"W4411021140","doi":"10.5770/cgj.28.823","title":"Frailty Focused Enhancements to Seniors’ Hospital Care (FrESH): a Mixed Methods Study Reporting the Efficacy of Specialized Education for Front-line Staff","year":2025,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Horizon Health Network","funders":"Government of Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Front line; Psychological intervention; Delirium; Intervention (counseling); Nursing; Acute care; Family medicine; Health care; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001744719,0.0002371599,0.0005939766,0.0006854679,0.0003779874,0.0001045952,0.0003383743,0.0001196338,0.0001120089],"category_scores_gemma":[0.009600874,0.000192069,0.0002274413,0.0007141405,0.00003782794,0.00009103944,0.00005400897,0.0003965929,0.000003807722],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186483,"about_ca_system_score_gemma":0.006034255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009149437,"about_ca_topic_score_gemma":0.03653793,"domain_scores_codex":[0.9969634,0.0002367579,0.001543578,0.0003504754,0.0003874307,0.0005183359],"domain_scores_gemma":[0.9961305,0.0003326758,0.001081619,0.0005801731,0.001237012,0.0006380324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007332862,0.001155529,0.0118332,0.0002713917,0.0008496825,0.00009182333,0.03197995,0.00008380324,0.002269541,0.0000978283,0.1359247,0.8147092],"study_design_scores_gemma":[0.03530182,0.008935118,0.237591,0.001498964,0.00422508,0.0002094571,0.1546416,0.0002564135,0.01977048,0.001409426,0.5345585,0.00160211],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954923,0.00133038,0.0237205,0.006275998,0.007524598,0.004656235,0.00009998606,0.0000243716,0.001444977],"genre_scores_gemma":[0.9342946,0.00002311447,0.06143465,0.0004349639,0.001587259,0.0001332631,0.00005409176,0.00004707024,0.001990966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8131071,"threshold_uncertainty_score":0.9996006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03098873681567549,"score_gpt":0.3793913510972849,"score_spread":0.3484026142816094,"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."}}