{"id":"W2017579052","doi":"10.1503/cjs.028813","title":"Decreased heart rate variability in surgeons during night shifts","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart rate; Heart rate variability; Cardiology; Emergency medicine; Internal medicine; Blood pressure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003431219,0.0001906068,0.0002183286,0.0003501981,0.0001737929,0.0003869997,0.0001725201,0.0001991882,0.001278001],"category_scores_gemma":[0.002329456,0.00009341723,0.0001907915,0.0002856712,0.0001890055,0.0001086858,0.0002885737,0.0002431957,0.0002256471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001994703,"about_ca_system_score_gemma":0.0002039152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001070192,"about_ca_topic_score_gemma":0.001306537,"domain_scores_codex":[0.9996439,0.00007042265,0.00003814006,0.00007158194,0.0001199396,0.0000560077],"domain_scores_gemma":[0.9974717,0.0005813047,0.001260191,0.0001139704,0.0002747339,0.0002981503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005660463,0.0000637138,0.9766828,0.00008812323,0.00009909549,0.0002785379,0.0004174977,0.0001536537,0.009567549,0.00001546985,0.0002085741,0.01185888],"study_design_scores_gemma":[0.000001914199,0.00009928421,0.9992685,0.00000456602,0.000006572679,0.0001737305,0.00008882194,0.00006742019,0.0001773437,0.000008558185,0.0001011184,0.000002140128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998937,0.0002067426,0.0002628534,0.00003108552,0.0000134519,0.000004370356,0.0001546456,0.000006224283,0.0003837395],"genre_scores_gemma":[0.9993927,0.00009795505,0.0001481018,0.00002419026,0.00002527882,0.000007202011,0.0002155485,0.000003210766,0.00008577787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001278001,"threshold_uncertainty_score":0.004275382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01863479931703375,"score_gpt":0.2233107212541748,"score_spread":0.204675921937141,"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."}}