{"id":"W4415909146","doi":"10.52163/yhc.v66icd19.3726","title":"51. TỶ LỆ BIẾN CHỨNG THẦN KINH NGOẠI BIÊN VÀ MỐI LIÊN QUAN VỚI THỜI GIAN SỬ DỤNG METFORMIN Ở BỆNH NHÂN ĐÁI THÁO ĐƯỜNG TÍP 2 TẠI BỆNH VIỆN ĐẠI HỌC Y THÁI BÌNH","year":2025,"lang":"","type":"article","venue":"Tạp chí Y học Cộng đồng","topic":"Research studies in Vietnam","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metformin; Diabetes mellitus","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":[0.007308529,0.003204416,0.003342447,0.001498129,0.005323441,0.001606613,0.006959902,0.001494505,0.0114357],"category_scores_gemma":[0.002326838,0.003018238,0.001783245,0.006586568,0.005293766,0.002922795,0.01060772,0.004485142,0.006137548],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004555755,"about_ca_system_score_gemma":0.0006812041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004170374,"about_ca_topic_score_gemma":0.002890582,"domain_scores_codex":[0.9770143,0.001604616,0.003668712,0.005218212,0.005361877,0.007132299],"domain_scores_gemma":[0.9884518,0.00219289,0.001326918,0.005741699,0.0002698488,0.002016831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001435418,0.004728192,0.06166086,0.003727608,0.004708581,0.001380164,0.02865645,0.005974776,0.08722604,0.01896986,0.1345602,0.6469718],"study_design_scores_gemma":[0.01463782,0.003841837,0.1401604,0.007609778,0.002434908,0.0002712472,0.0477979,0.05640539,0.07657173,0.02645171,0.6094831,0.01433427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4010495,0.03304696,0.003687385,0.01744839,0.0117155,0.01026893,0.000873749,0.001670815,0.5202388],"genre_scores_gemma":[0.9248391,0.01972879,0.003768419,0.002751051,0.001870237,0.0007619708,0.00008739905,0.0004945534,0.04569842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6326376,"threshold_uncertainty_score":0.9998018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012711722843775,"score_gpt":0.3196583561152284,"score_spread":0.3069466332714534,"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."}}