{"id":"W4417319587","doi":"10.59294/hiujs20250130","title":"ĐÁNH GIÁ KẾT QUẢ BƯỚC ĐẦU ĐIỀU TRỊ GÃY XƯƠNG GÓT BẰNG PHƯƠNG PHÁP KẾT HỢP XƯƠNG NẸP VÍT KHÓA","year":2025,"lang":"","type":"article","venue":"TẠP CHÍ KHOA HỌC TRƯỜNG ĐẠI HỌC QUỐC TẾ HỒNG BÀNG","topic":"Research studies in Vietnam","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Northern Alberta Institute of Technology","funders":"","keywords":"Period (music); Southeast asia; Central asia","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":["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":[0.006350088,0.003895188,0.004092691,0.001541959,0.006427074,0.001928111,0.007352609,0.001823765,0.01278538],"category_scores_gemma":[0.002285285,0.004085007,0.001922844,0.006446693,0.005629609,0.00358114,0.009659592,0.005355125,0.009993999],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006391107,"about_ca_system_score_gemma":0.0009874522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003818925,"about_ca_topic_score_gemma":0.00199256,"domain_scores_codex":[0.9717312,0.001793611,0.004821423,0.00661738,0.006414921,0.008621506],"domain_scores_gemma":[0.9871722,0.002299199,0.001616728,0.006131169,0.0003739113,0.00240673],"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":[0.002197334,0.004984202,0.1944289,0.004882272,0.005297703,0.002600988,0.02279024,0.01263134,0.08525719,0.00646959,0.2013216,0.4571387],"study_design_scores_gemma":[0.01574932,0.00196957,0.455001,0.006722716,0.002068643,0.0002494206,0.01456402,0.0332223,0.02051525,0.00692907,0.4319171,0.01109162],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5849095,0.03372132,0.004070716,0.01458555,0.01590408,0.01096216,0.0009172484,0.002277263,0.3326522],"genre_scores_gemma":[0.938096,0.0102871,0.0034415,0.002623696,0.002149748,0.0008350318,0.0001249359,0.0005872567,0.04185474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4460471,"threshold_uncertainty_score":0.9994721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139164289643885,"score_gpt":0.318532246920695,"score_spread":0.3071406040242561,"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."}}