{"id":"W7115179454","doi":"10.51298/vmj.v556i3.16524","title":"BƯỚC ĐẦU ỨNG DỤNG THIẾT BỊ THEO DÕI ĐIỆN TÂM ĐỒ DÀI NGÀY OCTO BEAT ĐỂ TẦM SOÁT RUNG NHĨ TẠI BỆNH VIỆN NGUYỄN TRÃI","year":2025,"lang":"","type":"article","venue":"Tạp chí Y học Việt Nam","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Beat (acoustics); Heart beat; Spectrum analysis; Noise (video)","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","insufficient_payload"],"category_scores_codex":[0.002257242,0.001606446,0.002428447,0.0009608567,0.00193995,0.0003302862,0.001555735,0.001069469,0.004306887],"category_scores_gemma":[0.001637815,0.001565139,0.001348287,0.002818889,0.0008626349,0.0006629616,0.0008829057,0.002325803,0.002810418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007538289,"about_ca_system_score_gemma":0.001201433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003338248,"about_ca_topic_score_gemma":0.00007075753,"domain_scores_codex":[0.9904354,0.0007631406,0.002507736,0.002460169,0.00140565,0.002427944],"domain_scores_gemma":[0.991584,0.002127445,0.0008157574,0.003651329,0.0006688678,0.001152589],"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":[0.007186427,0.01003186,0.03138542,0.004952326,0.005924576,0.001228736,0.01570339,0.0005811201,0.2093401,0.1683293,0.158494,0.3868428],"study_design_scores_gemma":[0.01013078,0.002086525,0.1206017,0.01053411,0.007067768,0.000717222,0.01091473,0.0141789,0.05248015,0.02374938,0.7417729,0.005765908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6191199,0.03212337,0.0100457,0.03036898,0.009186833,0.005774725,0.0003763093,0.0013428,0.2916614],"genre_scores_gemma":[0.9323159,0.002063983,0.0006800928,0.005693519,0.002377489,0.0003674889,0.0002276554,0.0002056975,0.05606821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5832788,"threshold_uncertainty_score":0.9999759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006458885139119153,"score_gpt":0.3199567600324851,"score_spread":0.313497874893366,"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."}}