{"id":"W2803290040","doi":"10.1093/asj/sjy037","title":"Soft Tissue Contraction in Body Contouring With Radiofrequency-Assisted Liposuction: A Treatment Gap Solution","year":2018,"lang":"en","type":"review","venue":"Aesthetic Surgery Journal","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liposuction; Medicine; Contouring; Body contouring; Soft tissue; Contraction (grammar); Surgery; Biomedical engineering; Pathology; Internal medicine; Engineering drawing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005725981,0.0006360387,0.001013659,0.002853103,0.0003201057,0.001021908,0.0006757549,0.001090644,0.003338127],"category_scores_gemma":[0.0006085241,0.0002430796,0.0007433022,0.001650187,0.0005944306,0.001751498,0.0006117701,0.001889777,0.001256896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003612352,"about_ca_system_score_gemma":0.0007739947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005275423,"about_ca_topic_score_gemma":0.001234028,"domain_scores_codex":[0.9997936,0.00003513516,0.00004192739,0.0000324008,0.00008092258,0.00001599052],"domain_scores_gemma":[0.9997186,0.0001687795,0.00005029244,0.000007307064,0.00004049425,0.00001442496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004393303,0.00010053,0.0002024227,0.02083109,0.00007616603,0.0005065911,0.0001000848,0.0001670736,0.001740597,0.003085535,0.01368652,0.9594595],"study_design_scores_gemma":[0.00004515232,0.000210781,0.001919281,0.01187373,0.0002623647,0.01615082,0.0002962222,0.0002061647,0.001441024,0.003018439,0.9645292,0.00004693724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000178962,0.9985088,0.0001657724,0.0002918079,0.000162344,0.000005096199,0.000004817688,0.000004092905,0.0006782441],"genre_scores_gemma":[0.001140406,0.9975917,0.0003003275,0.0002075015,0.000239693,0.000007781482,0.00001264005,0.000001454567,0.0004985994],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003338127,"threshold_uncertainty_score":0.01116717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07702589729261006,"score_gpt":0.3274533299260939,"score_spread":0.2504274326334839,"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."}}