{"id":"W2799921856","doi":"10.1097/prs.0000000000004461","title":"Using the BODY-Q to Understand Impact of Weight Loss, Excess Skin, and the Need for Body Contouring following Bariatric Surgery","year":2018,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Body contouring; Contouring; Medicine; Weight loss; Body weight; Surgery; Obesity; 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":[0.002434253,0.000239886,0.0002954252,0.0009381956,0.0005452722,0.0006270285,0.0004577778,0.000358292,0.002633889],"category_scores_gemma":[0.007972699,0.000193062,0.0006515591,0.0006472684,0.0004376725,0.0006851854,0.0008039798,0.0007983179,0.0002655663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001992601,"about_ca_system_score_gemma":0.001869897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1001381,"about_ca_topic_score_gemma":0.1929569,"domain_scores_codex":[0.99926,0.0001917709,0.0000636484,0.00005540976,0.0002571923,0.0001720619],"domain_scores_gemma":[0.9967019,0.0008188912,0.001312687,0.0000859358,0.0006409077,0.0004396497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001367034,0.0002398526,0.9808599,0.00006920778,0.00005260623,0.00005619855,0.001456217,0.0001217047,0.0001809384,0.00005421308,0.001637766,0.01513473],"study_design_scores_gemma":[0.00001445733,0.0001244557,0.9977361,0.00002445948,0.000009079538,0.00003867187,0.001053169,0.0002259942,0.00003295478,0.00003117538,0.0007031856,0.000006241025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953619,0.0002596964,0.0002355845,0.0003858469,0.00002127927,0.0002287729,0.0006693532,0.00001055377,0.002827067],"genre_scores_gemma":[0.9971438,0.0002322084,0.0009250473,0.0001747673,0.000009859275,0.0001321939,0.0005680789,0.00000372982,0.0008103378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1001381,"threshold_uncertainty_score":0.1991105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03061758710385296,"score_gpt":0.2852842912513777,"score_spread":0.2546667041475247,"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."}}