{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001475193,0.0009386225,0.003725075,0.001719921,0.0003873206,0.002053622,0.001103716,0.002707025,0.005985611],"category_scores_gemma":[0.003121551,0.0003076656,0.001049243,0.001576544,0.0009496504,0.001888629,0.0009788526,0.003260655,0.001721858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009006851,"about_ca_system_score_gemma":0.002054372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002519533,"about_ca_topic_score_gemma":0.007137627,"domain_scores_codex":[0.9995174,0.0001391161,0.00008368037,0.00007939505,0.0001260019,0.00005442641],"domain_scores_gemma":[0.9986621,0.0008957179,0.0001695906,0.00001671082,0.0001723957,0.00008342382],"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":[0.0002255799,0.00009347171,0.0004158004,0.04362719,0.0003956122,0.0001270179,0.000071638,0.0001328702,0.0002016587,0.002265029,0.03971394,0.9127303],"study_design_scores_gemma":[0.0003620777,0.00024767,0.004669481,0.1138,0.001906207,0.001430273,0.0005042373,0.0001572458,0.0001637264,0.006440317,0.8702455,0.00007322821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002949437,0.9989729,0.00001743926,0.0005732729,0.0001783081,0.000001616601,0.000007270929,0.000001192025,0.0002184372],"genre_scores_gemma":[0.000413692,0.9984718,0.00005571107,0.0005868771,0.0003401101,0.000005123905,0.00001201146,6.331805e-7,0.0001140202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005985611,"threshold_uncertainty_score":0.02002388,"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."}}