{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004462992,0.0008667223,0.0004537574,0.0005198313,0.003469311,0.002371295,0.0006938649,0.001058155,0.3302488],"category_scores_gemma":[0.0006825422,0.0005945159,0.0003728973,0.0004798096,0.0008547902,0.001117908,0.002395998,0.001860796,0.1464118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001752021,"about_ca_system_score_gemma":0.002019801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01560099,"about_ca_topic_score_gemma":0.05826885,"domain_scores_codex":[0.9995925,0.00003461318,0.00001308425,0.0000929408,0.0001494582,0.0001173914],"domain_scores_gemma":[0.9993832,0.00003749452,0.00003048161,0.00004546592,0.000255,0.000248323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002145443,0.0007183442,0.01293488,0.0007491193,0.0000457739,0.001260352,0.005158301,0.0001912962,0.05481068,0.006591683,0.6496974,0.2656967],"study_design_scores_gemma":[0.00002763033,0.0003028303,0.01676617,0.00008767714,0.00001284371,0.0002956345,0.003076044,0.0001046409,0.006370262,0.0003658008,0.9725583,0.00003209641],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06317908,0.001777544,0.003369983,0.004253374,0.004875229,0.0006579423,0.004764921,0.001729008,0.9153929],"genre_scores_gemma":[0.03585915,0.0004398627,0.002361404,0.0003574214,0.00007390905,0.0001038508,0.001212074,0.0004416397,0.9591508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3302488,"threshold_uncertainty_score":0.9553188,"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."}}