{"id":"W4408493004","doi":"10.1016/j.jgo.2025.102224","title":"Perspectives on prehabilitation for older adults with cancer: A report from the International Society of Geriatric Oncology (SIOG) rehabilitation group","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; BC Cancer Agency; University of British Columbia","funders":"National Cancer Institute; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Prehabilitation; Medicine; Geriatric oncology; Rehabilitation; Geriatric rehabilitation; Oncology; Gerontology; Cancer; Physical therapy; 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":[],"consensus_categories":[],"category_scores_codex":[0.001319645,0.0001984016,0.000738764,0.0003015028,0.00008734731,0.00001345985,0.0002801247,0.0002825353,0.0001264571],"category_scores_gemma":[0.002384253,0.0001300611,0.0004390796,0.0005486588,0.0002345942,0.0001573167,0.00004937727,0.0004500123,0.000001313092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001974395,"about_ca_system_score_gemma":0.002086871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003283854,"about_ca_topic_score_gemma":0.0001618166,"domain_scores_codex":[0.9975258,0.0002003676,0.001212346,0.000380044,0.0004634634,0.000218004],"domain_scores_gemma":[0.990701,0.005495096,0.001571725,0.0003185881,0.001834976,0.00007867014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.05341201,0.007892609,0.1077118,0.001039548,0.004093631,0.0001404261,0.08104738,0.0006452825,0.006212654,0.001125317,0.4850329,0.2516465],"study_design_scores_gemma":[0.02871772,0.02468689,0.7903919,0.001134447,0.001568788,0.0004377158,0.04990812,0.0006998686,0.0002850572,0.001667346,0.1002306,0.0002715478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9032753,0.001842567,0.00321409,0.08595367,0.002304395,0.001977995,0.0000555922,0.00002171827,0.001354748],"genre_scores_gemma":[0.9200869,0.0009490385,0.07526954,0.0009460475,0.001748582,0.0002903607,0.00004726207,0.00003138561,0.0006308709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6826802,"threshold_uncertainty_score":0.5303738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008446780223173054,"score_gpt":0.3272422405160922,"score_spread":0.3187954602929191,"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."}}