{"id":"W4410798148","doi":"10.7759/cureus.85000","title":"Investigating the Efficacy of Layered Moderate Tension Reduction Suturing in Facial Aesthetic Surgery","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Reduction (mathematics); Surgery; Tension (geology); Aesthetics; 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":[0.001680602,0.0002383896,0.0002683549,0.0004017554,0.0001170234,0.0002843165,0.000312103,0.0002816989,0.001013108],"category_scores_gemma":[0.002614316,0.00008263117,0.0003725579,0.000244018,0.000347298,0.0005104946,0.0002435752,0.0002408922,0.0001250104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001276748,"about_ca_system_score_gemma":0.000247843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009559916,"about_ca_topic_score_gemma":0.0001140839,"domain_scores_codex":[0.9992115,0.0003192087,0.0001218154,0.00007000778,0.0002123684,0.00006491286],"domain_scores_gemma":[0.9978576,0.0008504727,0.0008642282,0.0001500595,0.0001630349,0.0001145975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03272461,0.01144955,0.4143143,0.002967147,0.0007918177,0.001432688,0.0005715339,0.0008288617,0.1521473,0.0003108649,0.0002441988,0.3822171],"study_design_scores_gemma":[0.001336527,0.2582312,0.6607666,0.000402212,0.001268079,0.007429509,0.0008664577,0.002186894,0.06384102,0.0001832806,0.003435083,0.0000531531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979273,0.001315898,0.0004131751,0.00001879285,0.00001135872,0.00003502706,0.00001359477,0.000004043062,0.0002609332],"genre_scores_gemma":[0.9980501,0.0008721674,0.0008504696,0.0000215808,0.00003777016,0.0000294839,0.00004464091,0.000001284022,0.00009258134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001680602,"threshold_uncertainty_score":0.008887947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03511194173273372,"score_gpt":0.2907108910579092,"score_spread":0.2555989493251755,"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."}}