{"id":"W2322048398","doi":"10.1097/prs.0000000000000227","title":"Body Contouring Surgery after Bariatric Surgery","year":2014,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; Toronto Metropolitan University; University Health Network","funders":"","keywords":"Medicine; Body contouring; Contouring; Surgery; Anxiety; Body mass index; Quality of life (healthcare); Physical therapy; Obesity; Weight loss; Internal medicine; Psychiatry; Nursing","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002844646,0.0007356859,0.002417393,0.001719969,0.0002586703,0.0001230454,0.0001163725,0.0004064895,0.001045537],"category_scores_gemma":[0.01326125,0.0007001095,0.001456552,0.0008534907,0.0004169533,0.000426984,0.00009786772,0.0007157889,0.0004022401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002292866,"about_ca_system_score_gemma":0.001011253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001119017,"about_ca_topic_score_gemma":0.00001422511,"domain_scores_codex":[0.9946858,0.0004936154,0.00156617,0.00110968,0.0007532336,0.001391558],"domain_scores_gemma":[0.9540667,0.04340862,0.0005287154,0.0008219121,0.0004090865,0.0007649903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008629798,0.0001556212,0.9408749,0.0003565165,0.0003793413,0.0005005316,0.00005990477,0.0000029507,0.0002406613,0.00008384911,0.01995653,0.03652617],"study_design_scores_gemma":[0.0006207199,0.00004392258,0.9823744,0.00153636,0.0004927037,0.001021725,0.0001145481,0.0005548773,0.001406269,0.0002827257,0.01023319,0.001318572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846488,0.0008533623,0.001381287,0.0002151287,0.008534491,0.0002783012,0.00003349446,0.0004667303,0.003588441],"genre_scores_gemma":[0.9940875,0.0001767429,0.0002782224,0.0003625003,0.004272653,0.0001355993,0.00006165737,0.0001406741,0.000484473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04291501,"threshold_uncertainty_score":0.9998676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400561693799149,"score_gpt":0.2172456201257759,"score_spread":0.2032400031877845,"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."}}