{"id":"W7128714745","doi":"10.38103/jcmhch.17.9.7","title":"Tối ưu hóa các vật liệu tạo hình trong điều trị bỏng và di chứng bỏng tại Bệnh viện Trường Đại học Y Dược Huế","year":2025,"lang":"","type":"article","venue":"Tạp chí Y học lâm sàng Bệnh viện Trung Ương Huế","topic":"Research studies in Vietnam","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Southeast asia; South asia; Key (lock)","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":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.007109964,0.004227437,0.004631353,0.001646357,0.006814576,0.002163295,0.007665585,0.00183861,0.007375792],"category_scores_gemma":[0.003432373,0.004360943,0.002388152,0.00661347,0.005888608,0.003656311,0.009465463,0.006144857,0.005218597],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007011466,"about_ca_system_score_gemma":0.0010771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00258696,"about_ca_topic_score_gemma":0.001121923,"domain_scores_codex":[0.9700717,0.002517732,0.005126338,0.00693836,0.006405637,0.008940225],"domain_scores_gemma":[0.9859309,0.002975789,0.00173858,0.006477619,0.0003360849,0.002541071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002406408,0.005698718,0.1490314,0.005029525,0.00533047,0.001438941,0.02175149,0.01700489,0.1117066,0.005623177,0.06091876,0.6140596],"study_design_scores_gemma":[0.01863711,0.003219529,0.5828807,0.007500932,0.002642509,0.0001912917,0.01051965,0.07368164,0.03567592,0.007007066,0.2456226,0.01242108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6624437,0.03036396,0.007897489,0.01070433,0.01610828,0.01203484,0.0008707714,0.002549552,0.2570271],"genre_scores_gemma":[0.943038,0.01047125,0.002107456,0.001647683,0.002244042,0.0009838709,0.0001164427,0.0006825709,0.03870863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6016386,"threshold_uncertainty_score":0.9994572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047280002375004,"score_gpt":0.3061990954299122,"score_spread":0.2957262954061622,"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."}}