{"id":"W4200253478","doi":"10.1097/pr9.0000000000000977","title":"Scoping review of the association between postsurgical pain and heart rate variability parameters","year":2021,"lang":"en","type":"article","venue":"PAIN Reports","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Heart rate variability; Confounding; Nociception; MEDLINE; Autonomic nervous system; Meta-analysis; Chronic pain; Heart rate","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03311895,0.00009396391,0.0005549358,0.00001342787,0.00005808391,0.00001329203,0.00002241682,0.00009632151,0.00009008469],"category_scores_gemma":[0.03387288,0.00006888359,0.000164678,0.0001736471,0.00004462582,0.00003367737,0.00004627183,0.0001834424,9.248032e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001179735,"about_ca_system_score_gemma":0.0005428883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003558474,"about_ca_topic_score_gemma":0.00000447448,"domain_scores_codex":[0.9950994,0.003454199,0.0007548873,0.000306571,0.0002108442,0.000174123],"domain_scores_gemma":[0.9948993,0.004041126,0.0002885109,0.0004890591,0.0001877368,0.00009428403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003255875,0.00006545152,0.979784,0.007698887,0.00008721149,0.00004334236,0.00005591644,0.000001738324,0.003360967,0.00001451932,0.0002159714,0.008668713],"study_design_scores_gemma":[0.000383405,0.00009009204,0.942758,0.04186479,0.0003250119,0.00009523738,0.0000183486,0.0002882796,0.002635744,0.0006653731,0.01070478,0.0001708973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618231,0.004376111,0.0009380605,0.03013299,0.000219369,0.001933958,0.000007702199,0.00004863622,0.0005200882],"genre_scores_gemma":[0.9939917,0.0003435391,0.0005349391,0.004902458,0.00005923528,0.00002696869,0.00001663034,0.000008188201,0.0001163313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03702598,"threshold_uncertainty_score":0.9956075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01880378689585619,"score_gpt":0.2852910254964938,"score_spread":0.2664872386006376,"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."}}