{"id":"W4383872587","doi":"10.1007/s10459-023-10246-7","title":"Comparing the stress response using heart rate variability during real and simulated crises: a pilot study","year":2023,"lang":"en","type":"article","venue":"Advances in Health Sciences Education","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Manitoba","funders":"","keywords":"Heart rate variability; Heart rate; Medicine; Standard deviation; Observational study; Emergency medicine; Medical emergency; Statistics; Internal medicine; Blood pressure; Mathematics","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":[0.001740605,0.0008675548,0.0008213307,0.0003478215,0.0006708081,0.0004250394,0.0005872586,0.001012721,0.001495551],"category_scores_gemma":[0.003774099,0.0003518813,0.0006024747,0.0002293824,0.001018737,0.0005786521,0.0007563042,0.001407084,0.0003830259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002468972,"about_ca_system_score_gemma":0.000745199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001526236,"about_ca_topic_score_gemma":0.00123655,"domain_scores_codex":[0.999051,0.0004910658,0.00006469319,0.0001432673,0.0001190892,0.000130896],"domain_scores_gemma":[0.99653,0.001550836,0.0002224207,0.0004626162,0.0003461599,0.0008879568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.1589862,0.3701761,0.1607204,0.0007160627,0.000849166,0.001867678,0.01137338,0.009252531,0.2277845,0.0006783688,0.00116375,0.05643189],"study_design_scores_gemma":[0.01155579,0.6824364,0.2770271,0.00002606293,0.000333366,0.0006609131,0.004240565,0.008627892,0.013675,0.0003806698,0.0009213892,0.0001148772],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992082,0.000006142684,0.0003657353,0.00001413261,0.00001346353,0.0002346886,0.00005140583,0.000005136689,0.0001011516],"genre_scores_gemma":[0.9971112,0.0000293476,0.001187531,0.00004280798,0.00004030856,0.001172329,0.0002068743,0.000004061233,0.000205532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001740605,"threshold_uncertainty_score":0.009205282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07645153415745828,"score_gpt":0.4284593029473495,"score_spread":0.3520077687898912,"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."}}