{"id":"W3017243846","doi":"10.1016/j.cps.2020.03.003","title":"Measuring Outcomes in Cosmetic Abdominoplasty","year":2020,"lang":"en","type":"review","venue":"Clinics in Plastic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; National Institutes of Health; Plastic Surgery Foundation","keywords":"Abdominoplasty; Medicine; Body contouring; Quality of life (healthcare); Surgery; Plastic surgery; Weight loss; Obesity; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003395668,0.001096746,0.003686767,0.004392276,0.0002312225,0.001881307,0.001293647,0.001143478,0.004807017],"category_scores_gemma":[0.01116791,0.0004554435,0.002543896,0.005726436,0.0009131361,0.001488172,0.001214002,0.001673461,0.0005490198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001527322,"about_ca_system_score_gemma":0.003073124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00412165,"about_ca_topic_score_gemma":0.01055385,"domain_scores_codex":[0.9982242,0.0004368621,0.0005055375,0.000253065,0.0004922947,0.00008803837],"domain_scores_gemma":[0.9919447,0.005921525,0.001332775,0.000088997,0.0005863699,0.0001255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001899721,0.00007722463,0.001768725,0.1394899,0.001434193,0.00005352036,0.000069469,0.0002655867,0.0001493954,0.001389368,0.007215712,0.8478969],"study_design_scores_gemma":[0.0004269591,0.0008542354,0.0372996,0.5405834,0.02358351,0.001637475,0.0007706931,0.000554904,0.0007559537,0.006097739,0.3872437,0.0001918751],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001056258,0.9995307,0.00003093511,0.00008670938,0.00006160032,0.000003362989,0.00002155738,0.000001378687,0.0001581842],"genre_scores_gemma":[0.001819425,0.9976082,0.0001377265,0.0002305262,0.00009115362,0.000007681986,0.00003501426,0.000001195838,0.00006912324],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004807017,"threshold_uncertainty_score":0.01795816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1896657765709007,"score_gpt":0.3695154985877945,"score_spread":0.1798497220168939,"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."}}