{"id":"W4394603223","doi":"10.3390/curroncol31040162","title":"Prehabilitation in Adults Undergoing Cancer Surgery: A Comprehensive Review on Rationale, Methodology, and Measures of Effectiveness","year":2024,"lang":"en","type":"review","venue":"Current Oncology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prehabilitation; Medicine; Cancer; Surgery; Bioinformatics; Physical therapy; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001773109,0.0002593628,0.002947436,0.0005519859,0.00002537308,0.000002822278,0.00004487161,0.0002318279,0.00002137846],"category_scores_gemma":[0.001231407,0.0001998571,0.0002677632,0.0004328659,0.0001283375,0.00002380075,0.00003615124,0.0006447574,0.000008302897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006352229,"about_ca_system_score_gemma":0.00152573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002062704,"about_ca_topic_score_gemma":0.00006791474,"domain_scores_codex":[0.9954437,0.002826214,0.0009233424,0.0004472329,0.0001736011,0.0001859356],"domain_scores_gemma":[0.9886614,0.01046883,0.000388102,0.0001555526,0.0002426414,0.00008346644],"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":[0.00007502495,0.0001064439,0.0001742267,0.4736605,0.00004530207,0.000005098679,0.00004931911,1.045663e-7,2.740981e-7,0.0002237198,0.0007034203,0.5249566],"study_design_scores_gemma":[0.0004066565,0.0001667396,0.0005791006,0.4517452,0.0006144324,0.00003092211,0.00001361997,0.000002145813,4.044797e-7,0.0001607415,0.5461977,0.00008236447],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001432596,0.9944414,0.00002535145,0.0007342665,0.001364414,0.003179237,0.00004099076,0.00002284756,0.00004823481],"genre_scores_gemma":[0.00002147499,0.9978289,0.0003353574,0.0002026686,0.0001502122,0.001260469,0.0001708083,0.0000255854,0.000004512722],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5454943,"threshold_uncertainty_score":0.8149936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6453537591626827,"score_gpt":0.5987472550344539,"score_spread":0.04660650412822875,"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."}}