{"id":"W4387117147","doi":"10.3389/fpsyg.2023.1144783","title":"Cardioautonomic lability assessed by heart rate variability changes in Royal Canadian Mounted Police cadets during the cadet training program","year":2023,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Public Safety Research and Treatment; University of Manitoba; University of Regina","funders":"Government of Canada","keywords":"Cadet; Heart rate variability; Generalized anxiety disorder; Psychology; Panic disorder; Anxiety; Heart rate; Major depressive disorder; Clinical psychology; Psychiatry; Acute Stress Disorder; Audiology; Internal medicine; Medicine; Cognition; Blood pressure","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001741208,0.0003345352,0.000229132,0.0004466554,0.0006207775,0.0003541933,0.0002282234,0.0002568989,0.001625351],"category_scores_gemma":[0.0006908344,0.0001257327,0.0001380399,0.000312339,0.000220451,0.00009953592,0.0002551244,0.0003072259,0.0002458725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009355997,"about_ca_system_score_gemma":0.0005969623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.163297,"about_ca_topic_score_gemma":0.3161508,"domain_scores_codex":[0.9998098,0.00001613018,0.000006489492,0.00002954479,0.0000547629,0.00008342337],"domain_scores_gemma":[0.9996804,0.0000212688,0.00007099605,0.00001076652,0.0001111752,0.0001053844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007700422,0.0007023658,0.9556044,0.00009488588,0.00008551281,0.0002964444,0.00204928,0.0002668357,0.01544968,0.00002314672,0.0007787467,0.02387864],"study_design_scores_gemma":[0.000001189539,0.0001063658,0.9993709,0.00000334539,0.000002830981,0.00001431852,0.0002640502,0.00003463446,0.00009901808,0.000001026094,0.000100551,0.000001905215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991297,0.00003694492,0.00003721818,0.00001261886,0.000004009306,0.00001459772,0.0001373049,0.000002727123,0.000624845],"genre_scores_gemma":[0.998718,0.00005055823,0.00008879223,0.00001758674,0.000005228049,0.00001775306,0.00023918,0.000001352231,0.0008614446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.163297,"threshold_uncertainty_score":0.3246931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943401825543906,"score_gpt":0.3176258505263844,"score_spread":0.2981918322709453,"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."}}