{"id":"W3120266827","doi":"10.1007/s00420-020-01641-3","title":"The association between heart rate variability, reaction time, and indicators of workplace fatigue in wildland firefighters","year":2021,"lang":"en","type":"article","venue":"International Archives of Occupational and Environmental Health","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital; Langara College; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Alertness; Heart rate variability; Morning; Medicine; Heart rate; Choice reaction time; Physical therapy; Psychology; Internal medicine; Cognition; Psychiatry; Blood pressure","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000338572,0.0001865857,0.0001495013,0.0004588322,0.0001748282,0.000314351,0.0001310284,0.0003139542,0.0009297339],"category_scores_gemma":[0.001361253,0.0001400374,0.0001700294,0.0002534935,0.0001423357,0.0002336495,0.0001757701,0.0003601754,0.0001687762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001016382,"about_ca_system_score_gemma":0.00009906522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003027865,"about_ca_topic_score_gemma":0.004234269,"domain_scores_codex":[0.9998722,0.00003172038,0.00001556476,0.0000317462,0.00001945186,0.00002928984],"domain_scores_gemma":[0.9992854,0.0002431884,0.000257835,0.00004023121,0.00007094959,0.0001024142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002905116,0.00008910502,0.9932331,0.00001199588,0.00005707907,0.00005110244,0.0002767384,0.00006097821,0.003212575,0.00001070386,0.00004753605,0.002658615],"study_design_scores_gemma":[8.494652e-7,0.00004958399,0.9997367,7.971742e-7,0.000003257706,0.0000252846,0.00009197716,0.00004030012,0.00002852144,0.000003756483,0.00001808195,7.972661e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995863,0.00008538293,0.00006150271,0.00001692089,0.000004151573,0.00000161115,0.00007769476,0.000001591615,0.0001649149],"genre_scores_gemma":[0.99962,0.00003726308,0.00006000513,0.00001073812,0.000008859463,0.000003532692,0.00009421578,0.000001000546,0.0001644949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003027865,"threshold_uncertainty_score":0.006020486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441846964794391,"score_gpt":0.3009338760576322,"score_spread":0.2865154064096883,"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."}}