{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002549904,0.0001104735,0.0001870643,0.0002267189,0.0003986626,0.000326227,0.0001343106,0.0002390891,0.006724843],"category_scores_gemma":[0.002302452,0.00005884183,0.0001848173,0.0003353003,0.0002100581,0.0002300895,0.0002883768,0.0004836439,0.000350084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002044198,"about_ca_system_score_gemma":0.0003911889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074603,"about_ca_topic_score_gemma":0.001265128,"domain_scores_codex":[0.9997836,0.00003258314,0.0000246498,0.00002281642,0.00007729625,0.00005896506],"domain_scores_gemma":[0.9983348,0.0003284564,0.0008066704,0.00004019099,0.0001105547,0.000379357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002689847,0.0002447969,0.9787269,0.0001792614,0.00005129435,0.0007961057,0.0002479892,0.0000518081,0.001146495,0.00005406006,0.0004262799,0.01780592],"study_design_scores_gemma":[0.00001359935,0.0004541614,0.9957118,0.00005638371,0.0000197524,0.00223476,0.000316985,0.00005133473,0.0001764905,0.00004091465,0.0009198177,0.00000391503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996681,0.001297693,0.00006172653,0.0002099143,0.00002673838,0.00001377636,0.00006608989,0.000002968839,0.001640037],"genre_scores_gemma":[0.9986773,0.0006944931,0.00008272205,0.0001009919,0.00002400366,0.000007839524,0.00009317203,9.33329e-7,0.0003184431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006724843,"threshold_uncertainty_score":0.02249682,"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."}}