{"id":"W2885662957","doi":"10.1097/gox.0000000000001704","title":"Nutrition and the Plastic Surgeon: Possible Interventions and Practice Considerations","year":2018,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Malnutrition; Medicine; Psychological intervention; Referral; Prehabilitation; Intensive care medicine; Population; Incentive; Nursing; Physical therapy; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005474316,0.0007813471,0.0007678933,0.001370638,0.002681136,0.004267842,0.001468862,0.008710174,0.008531189],"category_scores_gemma":[0.01502704,0.0003469194,0.0006189862,0.0007216244,0.002505722,0.004813481,0.002671604,0.00511519,0.001001347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002469575,"about_ca_system_score_gemma":0.009244863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003321001,"about_ca_topic_score_gemma":0.01418056,"domain_scores_codex":[0.9957634,0.002766848,0.0002771261,0.0002635021,0.0005826541,0.0003464195],"domain_scores_gemma":[0.9900718,0.005593676,0.0006994472,0.0001599891,0.001377253,0.002097912],"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":[0.0003837076,0.001741865,0.02705362,0.006665223,0.0001367917,0.009013683,0.005695424,0.001115542,0.0007385402,0.03884237,0.1452309,0.7633824],"study_design_scores_gemma":[0.0005385544,0.002019671,0.02968995,0.05376973,0.0003448862,0.02852386,0.07458606,0.003057408,0.0008128334,0.1514921,0.654806,0.000358988],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006883401,0.1167077,0.001626268,0.8581975,0.003558831,0.00008696593,0.00003023032,0.00003702745,0.01287205],"genre_scores_gemma":[0.2414877,0.501792,0.02579699,0.1986032,0.02222407,0.0008069381,0.0001098659,0.0000423483,0.009136816],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008710174,"threshold_uncertainty_score":0.02895129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04988347774170935,"score_gpt":0.3278159868266588,"score_spread":0.2779325090849494,"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."}}