{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.003729582,0.001907974,0.002160613,0.0006735717,0.002909881,0.0007648817,0.004205771,0.0009810406,0.009557743],"category_scores_gemma":[0.002551635,0.00187682,0.001110261,0.003398604,0.002714069,0.001400571,0.0055209,0.002865972,0.007622984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003282428,"about_ca_system_score_gemma":0.0004175844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374294,"about_ca_topic_score_gemma":0.0006210956,"domain_scores_codex":[0.984817,0.001154597,0.002263853,0.003650225,0.003628987,0.004485327],"domain_scores_gemma":[0.9927474,0.001354955,0.0006637783,0.003798654,0.0001578354,0.001277373],"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":[0.001728517,0.005865431,0.07866593,0.00348333,0.003124911,0.001341442,0.01891354,0.005532053,0.1589371,0.006006679,0.3320934,0.3843077],"study_design_scores_gemma":[0.01013048,0.002217447,0.2261597,0.002754363,0.0009029005,0.00009787466,0.00846386,0.03230603,0.01628064,0.005177307,0.6898823,0.00562706],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4128262,0.02065076,0.002845049,0.01588366,0.009709201,0.007429826,0.0007028492,0.001347277,0.5286052],"genre_scores_gemma":[0.9220676,0.008057582,0.002293445,0.002036091,0.001409824,0.0005067626,0.00007979427,0.0002740921,0.0632748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5092414,"threshold_uncertainty_score":1,"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."}}