{"id":"W4405869218","doi":"10.1111/jocd.16728","title":"Effectiveness and Safety of Micro‐Plasma Radiofrequency Treatment Combined With Autologous Chyle Fat Grafting Treatment for Hypertrophic Scars: A Retrospective Study","year":2024,"lang":"en","type":"article","venue":"Journal of Cosmetic Dermatology","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Retrospective cohort study; Visual analogue scale; Hypertrophic scar; Chyle; Adverse effect; Scars; Internal medicine; Complication","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":[0.0005945479,0.0002113757,0.0006857553,0.0005968175,0.0004010107,0.0003032696,0.000251125,0.0003980846,0.001073235],"category_scores_gemma":[0.001039684,0.0002331974,0.001036059,0.0005833549,0.0003710735,0.0003030341,0.0002383482,0.0002861003,0.0001883643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000292824,"about_ca_system_score_gemma":0.0003560952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003772691,"about_ca_topic_score_gemma":0.0004208443,"domain_scores_codex":[0.9993591,0.0001821992,0.0001154136,0.000130612,0.0001382436,0.00007447996],"domain_scores_gemma":[0.9989212,0.0002805893,0.0004778724,0.00006784223,0.00009494346,0.0001577154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004353875,0.001269182,0.9681713,0.0004320761,0.0005246097,0.002855005,0.0003282059,0.0001526302,0.002352619,0.00004038151,0.000121201,0.01939892],"study_design_scores_gemma":[0.0005889291,0.02292799,0.9510403,0.0001022089,0.001122276,0.019111,0.001081457,0.0005424895,0.00170912,0.00004431005,0.001690669,0.0000393125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973198,0.002146552,0.0001399386,0.00001292288,0.000008071976,0.00004816251,0.00003988602,0.000001741816,0.0002829901],"genre_scores_gemma":[0.9987541,0.0008083337,0.0001402849,0.00003674869,0.0000360333,0.00004134171,0.00009105222,0.000001515793,0.0000904514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001073235,"threshold_uncertainty_score":0.003590345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01973974093223338,"score_gpt":0.3150052599849351,"score_spread":0.2952655190527017,"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."}}