{"id":"W4417127228","doi":"10.1159/000549556","title":"Combined Renuvion and Endolift Therapy Suggests Enhanced Skin Tightening Compared to Monotherapy in Upper Arm Rejuvenation: A Case Report","year":2025,"lang":"en","type":"article","venue":"Case Reports in Dermatology","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Soft tissue; Compression therapy; Forearm; Biomechanics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003868546,0.0002556797,0.0008069681,0.0008199356,0.000113817,0.00002912037,0.00004143975,0.0002479618,0.00005464948],"category_scores_gemma":[0.00024409,0.0002060132,0.00007076532,0.0006180317,0.0001363294,0.00007381772,0.00007030425,0.0003261971,0.000002925939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001559352,"about_ca_system_score_gemma":0.0002300069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005208869,"about_ca_topic_score_gemma":0.0004228217,"domain_scores_codex":[0.9974433,0.0001987659,0.00106705,0.0006590856,0.0001848684,0.0004468845],"domain_scores_gemma":[0.9986513,0.0002165378,0.0002101201,0.0006123347,0.000140987,0.0001686973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0004340314,0.0004518928,0.1031935,0.00004989094,0.00006935044,0.8864415,0.00084691,0.000009518155,0.0005212677,0.0001098735,0.0006747281,0.007197457],"study_design_scores_gemma":[0.004541565,0.0001173342,0.01842641,0.0001992769,0.00001673003,0.9596931,0.0004720888,0.0002504143,0.01107578,0.0003999672,0.0046343,0.000173056],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886822,0.001343505,0.0001465949,0.005082041,0.0002785103,0.001343811,0.000001418043,0.00006451865,0.003057447],"genre_scores_gemma":[0.997137,0.0003046609,0.0007571955,0.0008114201,0.00001550575,0.0002895389,0.00003554709,0.0000211073,0.0006280796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08476713,"threshold_uncertainty_score":0.8400976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0213766109754019,"score_gpt":0.3504203178533609,"score_spread":0.329043706877959,"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."}}