{"id":"W2623006127","doi":"10.1093/asj/sjw241","title":"Drainless Abdominoplasty Using Barbed Progressive Tension Sutures","year":2017,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Toronto","funders":"","keywords":"Abdominoplasty; Medicine; Liposuction; Barbed suture; Diastasis; Surgery; Abdominal wall; Rectus abdominis muscle; Plastic surgery; Fibrous joint","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":[0.0005327384,0.0004257705,0.0003758596,0.0008674378,0.0005102331,0.0008247533,0.0008169607,0.0007805047,0.001517686],"category_scores_gemma":[0.0009881769,0.0002747505,0.0007632883,0.0003759685,0.0007110575,0.001494208,0.0009587019,0.002084567,0.000681574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001641313,"about_ca_system_score_gemma":0.0003594451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001969552,"about_ca_topic_score_gemma":0.0005203464,"domain_scores_codex":[0.9995368,0.00005212827,0.00007967526,0.0001326094,0.0001476712,0.00005117334],"domain_scores_gemma":[0.9995541,0.00009995215,0.0001315344,0.0001191807,0.00002231396,0.00007292334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007376153,0.001439237,0.02019109,0.0009436974,0.0002675643,0.02284199,0.000472624,0.002861509,0.2611826,0.006313841,0.004076812,0.6786715],"study_design_scores_gemma":[0.0004905508,0.007618779,0.07289225,0.0005032904,0.0004058699,0.7389286,0.0002486488,0.01378249,0.08030744,0.006221912,0.07822878,0.0003714373],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5003144,0.009393132,0.4593458,0.001713725,0.001269233,0.0004738071,0.0002893155,0.002502115,0.02469847],"genre_scores_gemma":[0.6990338,0.004038836,0.2889535,0.0009602734,0.0007634237,0.0001423664,0.0002465844,0.0002241944,0.005637036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001517686,"threshold_uncertainty_score":0.005077183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06310238814904144,"score_gpt":0.3251001521405472,"score_spread":0.2619977639915058,"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."}}