{"id":"W4408161539","doi":"10.1111/jocd.70019","title":"A Retrospective Analysis of the Effectiveness of Fractional <scp>CO</scp>₂ Laser Therapy in Treating Linear Scars: Investigating the Ideal Timing for Intervention","year":2025,"lang":"en","type":"article","venue":"Journal of Cosmetic Dermatology","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Scars; Hypertrophic scar; Surgery; Cosmesis; Ablative case; Radiation therapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001313239,0.0001126979,0.0007705218,0.0006141366,0.00008209379,0.000009015136,0.000168034,0.0001038792,0.000006510103],"category_scores_gemma":[0.001841615,0.00005735222,0.0005129141,0.001007166,0.0002500054,0.00005786247,0.00003684303,0.0003283099,2.231869e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001093211,"about_ca_system_score_gemma":0.0001999783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004213906,"about_ca_topic_score_gemma":0.00001411976,"domain_scores_codex":[0.9978508,0.0007887023,0.0007751011,0.0001219451,0.0002907568,0.0001726475],"domain_scores_gemma":[0.9956071,0.003004357,0.0007035137,0.0001683572,0.000482681,0.00003397575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002556407,0.0003702304,0.9896222,0.0002355024,0.002760051,0.00002492369,0.0003701129,0.0005538988,0.002648854,0.0006422179,0.0001186154,0.002397769],"study_design_scores_gemma":[0.003850664,0.0003102871,0.9478694,0.0007290921,0.0008921452,0.0004062996,0.0008525444,0.004005692,0.03853716,0.002441957,0.00008022918,0.00002457286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950988,0.0005759712,0.00258106,0.000595348,0.0001219936,0.0004469479,0.000007153767,0.000003160945,0.0005695493],"genre_scores_gemma":[0.9990945,0.00005927204,0.0006716821,0.0000775747,0.00001708906,0.00002462682,0.000004427025,0.000006810174,0.00004402795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04175283,"threshold_uncertainty_score":0.2338756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.029279520884757,"score_gpt":0.3779447565248595,"score_spread":0.3486652356401025,"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."}}