{"id":"W1432267771","doi":"10.13189/saj.2015.030203","title":"Validating the Use of Heart Rate Variability for Estimating Energy Expenditure","year":2015,"lang":"en","type":"article","venue":"International journal of human movement and sports sciences","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Heart rate variability; Energy expenditure; Limits of agreement; Physical activity; Statistics; Mathematics; Heart rate; Medicine; Animal science; Physical therapy; Internal medicine; Biology","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":[0.01437381,0.0006630162,0.0003550065,0.0007388921,0.000288798,0.001398497,0.0008863177,0.001027952,0.0006082802],"category_scores_gemma":[0.04592464,0.0002306008,0.0004513072,0.0007139498,0.0003632432,0.0008889171,0.0007138464,0.0006266864,0.0004876367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002333306,"about_ca_system_score_gemma":0.0004551235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002679533,"about_ca_topic_score_gemma":0.002867378,"domain_scores_codex":[0.9908732,0.005277982,0.0007200821,0.001207895,0.001741568,0.0001792231],"domain_scores_gemma":[0.9641573,0.02362133,0.003094005,0.002281832,0.006486238,0.0003594156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001847307,0.0005901101,0.7984732,0.0003393395,0.0009288549,0.00009274489,0.001174792,0.006436132,0.01794869,0.0007841632,0.001122487,0.1702622],"study_design_scores_gemma":[0.0001501186,0.003919062,0.9264628,0.0002458012,0.0002803775,0.0003958782,0.0007847698,0.04960261,0.01252792,0.0008336835,0.004703848,0.00009309814],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8953626,0.000932691,0.09476016,0.0002241254,0.0002109878,0.0004253492,0.001604662,0.0003572055,0.006122194],"genre_scores_gemma":[0.9607292,0.0003027484,0.03703504,0.0001394869,0.0000634785,0.0003595918,0.0008413527,0.00005168908,0.0004775208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01437381,"threshold_uncertainty_score":0.0760169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0780395537794348,"score_gpt":0.3400173793492706,"score_spread":0.2619778255698358,"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."}}