{"id":"W4412392947","doi":"10.1016/j.tjfa.2025.100067","title":"Author response to: Enhancing prehabilitation protocols in frail older adults undergoing joint replacement - methodological insights from a pilot randomized controlled trial","year":2025,"lang":"en","type":"letter","venue":"The Journal of Frailty & Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Prehabilitation; Medicine; Randomized controlled trial; Gerontology; Physical therapy; Physical medicine and rehabilitation; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02736673,0.0005309955,0.004552066,0.001261833,0.0002313125,0.00009329154,0.000353292,0.0004928616,0.0002084364],"category_scores_gemma":[0.03156321,0.000316138,0.0008556318,0.0004516538,0.0001228469,0.0001125214,0.0001230097,0.004223338,0.000007820712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009675688,"about_ca_system_score_gemma":0.001528338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001298379,"about_ca_topic_score_gemma":0.00004969143,"domain_scores_codex":[0.9756517,0.01757267,0.004375507,0.0005020483,0.001341392,0.0005566512],"domain_scores_gemma":[0.9562142,0.03988387,0.002503583,0.0006060249,0.0005817505,0.0002105845],"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":[0.9315271,0.0002768709,0.000009416235,0.0008339839,0.0003736764,0.0001762978,0.006875295,0.00003329522,0.00191135,0.000008985625,0.05758172,0.0003920112],"study_design_scores_gemma":[0.9439172,0.003188684,0.000397785,0.03599815,0.0007249824,0.00004984882,0.0007774484,0.0002154784,0.0004909359,0.001953849,0.01199105,0.0002945915],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1897254,0.0005890811,0.01465168,0.722571,0.001204416,0.07107672,0.000006183386,0.00005259469,0.0001229322],"genre_scores_gemma":[0.1298017,0.0001187863,0.07411513,0.7501014,0.01128454,0.02872949,0.00004447353,0.0001838679,0.005620588],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05992378,"threshold_uncertainty_score":0.9999291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1329824666842457,"score_gpt":0.4277048255573606,"score_spread":0.2947223588731149,"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."}}