{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005361013,0.00007728391,0.0003104353,0.0002121669,0.00007568632,0.00001152238,0.0000413984,0.0001098255,0.00001335532],"category_scores_gemma":[0.004610513,0.00006961492,0.00005193487,0.0003929884,0.0001503896,0.00009488431,0.000071715,0.0001949592,9.56584e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009016926,"about_ca_system_score_gemma":0.0002864769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001178575,"about_ca_topic_score_gemma":0.00002832031,"domain_scores_codex":[0.9979829,0.0009186977,0.0004704625,0.000300168,0.0001254868,0.0002022368],"domain_scores_gemma":[0.9973017,0.002059962,0.00005748442,0.0002384221,0.0003013426,0.00004110038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001465561,0.0001597618,0.01635705,0.001196325,0.000009990729,0.000001656262,0.00009226905,0.00007165051,0.976244,0.00006427985,0.000004061218,0.00433344],"study_design_scores_gemma":[0.001620629,0.002638921,0.7700642,0.0003557091,0.00001833939,0.00001553956,0.0001482128,0.03033517,0.1933904,0.0009488101,0.0003884068,0.00007569482],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962417,0.00003396739,0.002001624,0.0003470271,0.00004181777,0.001231335,0.000007100763,0.00001339295,0.00008201785],"genre_scores_gemma":[0.9987814,0.000007461103,0.0009138567,0.00001352236,0.00003814886,0.0001576537,0.000008963302,0.000004995961,0.00007403568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7828535,"threshold_uncertainty_score":0.5519547,"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."}}