{"id":"W4409648792","doi":"10.51298/vmj.v549i1.13574","title":"XÂY DỰNG MÔ HÌNH TRÍ TUỆ NHÂN TẠO ĐỂ TẦM SOÁT RUNG NHĨ TRÊN DỮ LIỆU LỚN ĐIỆN TÂM ĐỒ LƯU ĐỘNG TẠI BỆNH VIỆN NGUYỄN TRÃI","year":2025,"lang":"vi","type":"article","venue":"Tạp chí Y học Việt Nam","topic":"Research studies in Vietnam","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005347813,0.001074685,0.0004410233,0.0003726245,0.0007490708,0.00169318,0.0007396699,0.001015999,0.1560757],"category_scores_gemma":[0.001237036,0.0004348126,0.0004569897,0.0004039653,0.0004471279,0.001570792,0.001434163,0.001469479,0.09541789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673054,"about_ca_system_score_gemma":0.001660987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01762308,"about_ca_topic_score_gemma":0.03695022,"domain_scores_codex":[0.9996779,0.00003854821,0.00001456754,0.0001030467,0.00009557084,0.00007036421],"domain_scores_gemma":[0.9995289,0.00004118113,0.00001741714,0.0000702395,0.0001980895,0.0001443025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005105067,0.0001092951,0.002434352,0.0002476319,0.00002846663,0.000194462,0.0001474954,0.002706714,0.01092124,0.005906682,0.671789,0.3050042],"study_design_scores_gemma":[0.00006096464,0.0001984699,0.004497869,0.0001276654,0.00003430069,0.0001924147,0.00026429,0.02479561,0.01449213,0.005534255,0.949759,0.00004297534],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04492699,0.003420009,0.1144951,0.01712869,0.008260142,0.0007211254,0.02489416,0.06353541,0.7226184],"genre_scores_gemma":[0.1124271,0.001464868,0.03417293,0.00126625,0.0003383253,0.0002360486,0.01932009,0.003604045,0.8271703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1560757,"threshold_uncertainty_score":0.5221251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004631108538519114,"score_gpt":0.3077561706925431,"score_spread":0.303125062154024,"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."}}