{"id":"W4416392487","doi":"10.1186/s12917-025-05120-0","title":"Validation of a smart textile device for long-duration heart rate variability and detection of physiological arrhythmias in resting horses","year":2025,"lang":"en","type":"article","venue":"BMC Veterinary Research","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Dairy Farmers of Ontario","funders":"","keywords":"Heart rate variability; Heart rate; Electrocardiography; RESTING HEART RATE; Textile","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":[0.00311135,0.0005060008,0.0004118526,0.0006603666,0.0002019734,0.0006957113,0.0004802354,0.0009346855,0.001023825],"category_scores_gemma":[0.005710023,0.0001779558,0.0003592147,0.0002410449,0.0005085972,0.0004472664,0.0004151873,0.0002430759,0.0003944867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001595548,"about_ca_system_score_gemma":0.0001799441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002804133,"about_ca_topic_score_gemma":0.0005542347,"domain_scores_codex":[0.9977489,0.0008537709,0.0002173845,0.000420415,0.0006897142,0.00006973511],"domain_scores_gemma":[0.9964141,0.001155418,0.0009354668,0.0003947662,0.0009771355,0.0001230548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002382782,0.0005050205,0.1587306,0.0008523083,0.0002420096,0.0003757825,0.00110249,0.002022779,0.6917849,0.0003000766,0.0008296735,0.1408716],"study_design_scores_gemma":[0.0001745962,0.01189591,0.7525148,0.0004373904,0.0005712474,0.003611335,0.0008160216,0.02894996,0.1940455,0.0005190606,0.006329927,0.0001342223],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.916329,0.001247704,0.07983758,0.000174807,0.000138602,0.0003094035,0.0003860803,0.0003117121,0.001265017],"genre_scores_gemma":[0.951061,0.0003772587,0.04719312,0.0001439796,0.00007129172,0.0002626249,0.000263617,0.00002649249,0.0006005815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00311135,"threshold_uncertainty_score":0.01645458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1625653585162,"score_gpt":0.4167691247418543,"score_spread":0.2542037662256543,"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."}}