{"id":"W2253336091","doi":"10.1093/asj/sjv122","title":"The Impact of Protein Nutritional Supplementation for Massive Weight Loss Patients Undergoing Abdominoplasty","year":2015,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa; Defence Research and Development Canada","funders":"","keywords":"Medicine; Abdominoplasty; Surgery; Weight loss; Hypoproteinemia; Wound healing; Complication; Body contouring; Retrospective cohort study; Plastic surgery; Internal medicine; Obesity","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":[0.0003158989,0.0001174769,0.0002282597,0.0002271902,0.0002381924,0.0003079165,0.0001199483,0.0001707803,0.001025369],"category_scores_gemma":[0.002035894,0.00006073168,0.0001940395,0.0001904384,0.0001258923,0.0001328653,0.0001699123,0.0001891984,0.00008489552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001773556,"about_ca_system_score_gemma":0.0003452543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004299817,"about_ca_topic_score_gemma":0.0008365182,"domain_scores_codex":[0.9998314,0.00007502673,0.00002523123,0.00001786387,0.00003149738,0.00001894507],"domain_scores_gemma":[0.9991486,0.0002586199,0.0003959193,0.00001583503,0.00004860562,0.0001323862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006972461,0.0009291773,0.899227,0.0005537886,0.000143663,0.001695039,0.0002074057,0.0001180328,0.00664336,0.00004902631,0.000447821,0.08301312],"study_design_scores_gemma":[0.0001455302,0.00912974,0.9845932,0.000137819,0.0001378961,0.003028882,0.0003790811,0.0001722835,0.001280516,0.00002566628,0.0009627209,0.000006592104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996676,0.002652743,0.00006187839,0.0001098493,0.00001342747,0.0000192267,0.00002577715,0.000002977962,0.0004382092],"genre_scores_gemma":[0.9988602,0.0008109874,0.0001557247,0.00003820252,0.00001616757,0.00001328162,0.00003826914,7.17601e-7,0.00006641226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001025369,"threshold_uncertainty_score":0.003430247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02756271169098436,"score_gpt":0.2893935336483791,"score_spread":0.2618308219573948,"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."}}