{"id":"W4383371793","doi":"10.1016/j.ejso.2023.07.005","title":"Prehabilitation: Who can benefit?","year":2023,"lang":"en","type":"review","venue":"European Journal of Surgical Oncology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Prehabilitation; Sarcopenia; Psychological intervention; Medicine; Wasting; Physical therapy; Perioperative; Quality of life (healthcare); Malnutrition; Intervention (counseling); Physical medicine and rehabilitation; Intensive care medicine; Nursing; Internal medicine; Surgery","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":[0.002773303,0.0002481889,0.002613605,0.0004825465,0.00007000875,0.00001521554,0.0002167003,0.0001527897,0.0003716802],"category_scores_gemma":[0.000166148,0.0001756983,0.0008218696,0.0004163579,0.0001252327,0.00003309136,0.00006995208,0.001377048,0.0004072647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004178967,"about_ca_system_score_gemma":0.0008109818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.513381e-7,"about_ca_topic_score_gemma":0.000001049797,"domain_scores_codex":[0.9958493,0.001292639,0.001993951,0.0002192838,0.0003363825,0.0003084968],"domain_scores_gemma":[0.9966379,0.001123183,0.001163983,0.0002062581,0.0003314592,0.0005372527],"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":[0.00008299814,0.0001435584,0.000006453608,0.01124169,0.0001438104,0.0128534,0.00008357771,3.759342e-7,5.039081e-8,0.000405151,0.01194008,0.9630989],"study_design_scores_gemma":[0.001645794,0.002032616,0.00005586478,0.02393889,0.0005497573,0.009166254,0.00003029914,4.700852e-7,3.793133e-8,0.00006191585,0.9623915,0.0001265833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001366441,0.9569705,0.000006898752,0.006177426,0.001057937,0.0003569605,0.00001403111,0.00004062134,0.03536193],"genre_scores_gemma":[0.000004514775,0.9932415,0.0009370682,0.0003769983,0.002641424,0.000004198476,0.00002056216,0.00008760807,0.002686059],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9629723,"threshold_uncertainty_score":0.7164767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1843287159662859,"score_gpt":0.4570489256746982,"score_spread":0.2727202097084123,"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."}}