{"id":"W1971351055","doi":"10.1097/prs.0b013e3181cb64f7","title":"Use of Absorbable Running Barbed Suture and Progressive Tension Technique in Abdominoplasty: A Novel Approach","year":2010,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Abdominoplasty; Barbed suture; Plastic surgery; Fibrous joint; Surgery; General surgery","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":[0.001026772,0.001141617,0.0009132422,0.002388768,0.0009425329,0.001408974,0.001593278,0.002133519,0.003606725],"category_scores_gemma":[0.00111204,0.0006523025,0.001676326,0.0008307841,0.001622195,0.002821864,0.001464618,0.003108004,0.001798682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002832343,"about_ca_system_score_gemma":0.0006256006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000315124,"about_ca_topic_score_gemma":0.001084513,"domain_scores_codex":[0.9991999,0.0001243157,0.000107978,0.0002481326,0.000180543,0.0001390459],"domain_scores_gemma":[0.9995802,0.0001272559,0.00008458443,0.0001103786,0.00002334323,0.00007424635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.002125922,0.003847363,0.01475864,0.001128403,0.0004184309,0.1839698,0.001112654,0.002097072,0.1028414,0.008774971,0.006729582,0.6721957],"study_design_scores_gemma":[0.0009654206,0.006064642,0.01836649,0.0003481092,0.00036878,0.9236917,0.0003027244,0.005424534,0.01001867,0.004937441,0.02926496,0.000246471],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4917293,0.02718354,0.4085868,0.00946829,0.003932614,0.0007740037,0.0001906945,0.002530355,0.05560446],"genre_scores_gemma":[0.7221327,0.01423065,0.2415324,0.002608653,0.006586449,0.0003533241,0.0001820465,0.0002927255,0.01208106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003606725,"threshold_uncertainty_score":0.01206571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02605642503154515,"score_gpt":0.2351356911168123,"score_spread":0.2090792660852672,"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."}}