{"id":"W3025845113","doi":"10.1097/mco.0000000000000663","title":"Prehabilitation: metabolic considerations","year":2020,"lang":"en","type":"review","venue":"Current Opinion in Clinical Nutrition & Metabolic Care","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; McGill University Health Centre; University of Calgary; McGill University","funders":"","keywords":"Prehabilitation; Perioperative; Medicine; Sarcopenia; Insulin resistance; Intensive care medicine; Psychological intervention; Metabolic syndrome; Protein catabolism; Insulin; Bioinformatics; Internal medicine; Surgery; Physical therapy; Obesity; Biology","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007753552,0.0008040732,0.005780627,0.0007448828,0.0001068335,0.00008897977,0.0002245687,0.0008267768,0.0003910525],"category_scores_gemma":[0.004391333,0.0007390702,0.003027023,0.001393843,0.0002714537,0.0002528272,0.0001680098,0.002434222,0.0004238345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000157804,"about_ca_system_score_gemma":0.001505335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003630174,"about_ca_topic_score_gemma":0.000003132659,"domain_scores_codex":[0.9915742,0.001503269,0.004267936,0.001464321,0.0006860794,0.0005042534],"domain_scores_gemma":[0.9935397,0.00337337,0.0008987676,0.001011075,0.0005906555,0.0005864602],"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":[0.00004648815,0.0009582653,0.0001856678,0.05602421,0.0002006237,0.000009659797,0.0001625485,4.500429e-7,1.399078e-7,0.001354767,0.01182904,0.9292281],"study_design_scores_gemma":[0.00205472,0.0001300904,0.0005145793,0.04292036,0.001169777,0.00007104562,0.0001017171,0.000003908234,0.000001066883,0.0003387903,0.9521314,0.0005625788],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001196629,0.9750189,0.00010447,0.0006425116,0.01910124,0.004106426,0.0006481716,0.0002062552,0.0001600733],"genre_scores_gemma":[0.00003183374,0.9856231,0.001786488,0.0001621177,0.007239471,0.002196463,0.002821878,0.0001171458,0.00002152895],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9403023,"threshold_uncertainty_score":0.9998672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.214116672077266,"score_gpt":0.4955610791736977,"score_spread":0.2814444070964317,"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."}}