{"id":"W7129105185","doi":"10.1093/asjof/ojaf146","title":"Response by Hadid et al to “Hemostatic Nets in Facelifts: A Systematic Review and Meta-Analysis of Postoperative Complications and Patient Outcomes” by Caimi et al","year":2025,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Complication; MEDLINE; Diabetes mellitus; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01835877,0.001588608,0.003885698,0.002503867,0.002025543,0.004844975,0.003959304,0.02037542,0.0124589],"category_scores_gemma":[0.1553846,0.001101053,0.004228047,0.00213884,0.001931871,0.00523715,0.00372693,0.02333347,0.005107656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004678406,"about_ca_system_score_gemma":0.007500965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005837544,"about_ca_topic_score_gemma":0.008372805,"domain_scores_codex":[0.9881687,0.005224827,0.001898246,0.001614785,0.002432702,0.0006609299],"domain_scores_gemma":[0.9264159,0.04345819,0.005870943,0.001617126,0.01942045,0.00321745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000174319,0.00001693607,0.0005956215,0.001616674,0.0002341996,0.0001094292,0.0001114166,0.00006003306,0.00005801278,0.0003838882,0.9916431,0.004996211],"study_design_scores_gemma":[0.001739751,0.000214969,0.004924049,0.01430494,0.00188153,0.001710102,0.001179789,0.001029414,0.0006764404,0.008938457,0.9630198,0.0003806743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002949823,0.007001299,0.0002094496,0.9563257,0.03484719,0.00005540892,0.000862954,0.00004411392,0.0003588946],"genre_scores_gemma":[0.002087855,0.004421949,0.0002783624,0.9514061,0.03993631,0.0001798627,0.000195541,0.00005212857,0.001441908],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02037542,"threshold_uncertainty_score":0.09709162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04220133241064569,"score_gpt":0.3788726085795874,"score_spread":0.3366712761689418,"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."}}