{"id":"W4309662765","doi":"10.4103/0028-3886.360911","title":"Preoperative Heart Rate Variability Predicts Postinduction Hypotension in Patients with Cervical Myelopathy","year":2022,"lang":"en","type":"article","venue":"Neurology India","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Myelopathy; Heart rate variability; Anesthesia; Ephedrine; Incidence (geometry); Phenylephrine; Blood pressure; Prospective cohort study; Cardiology; Heart rate; Internal medicine; Surgery; Spinal cord","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":[],"consensus_categories":[],"category_scores_codex":[0.0009567798,0.0001611079,0.0003715652,0.0001354194,0.000187839,0.000008042733,0.0000711697,0.0001295926,0.0004330525],"category_scores_gemma":[0.0003413607,0.0001385807,0.00004375322,0.0002976047,0.0001071763,0.00009060398,0.0001135553,0.001000665,0.00002219529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001126395,"about_ca_system_score_gemma":0.00033197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005753641,"about_ca_topic_score_gemma":0.00001042427,"domain_scores_codex":[0.9973996,0.001175108,0.0003377413,0.0005512527,0.0002047853,0.0003314786],"domain_scores_gemma":[0.9990878,0.0002824533,0.00006416417,0.0003478587,0.00009872526,0.0001189945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00202106,0.0008317372,0.9934573,0.00001426359,0.00001735483,0.00004947618,0.0004876472,0.000424021,0.002026002,0.00003517381,0.00009505864,0.0005409677],"study_design_scores_gemma":[0.003741023,0.00365135,0.9886911,0.000004532401,0.00003183364,0.00004834156,0.00001669596,0.0008950668,0.0001064892,0.00008235679,0.002626686,0.0001045526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909465,0.000005315907,0.00001042287,0.007193871,0.0003747348,0.00116561,0.00003295628,0.00006192079,0.0002087247],"genre_scores_gemma":[0.9935812,7.793251e-7,0.00006734516,0.006035287,0.00007050177,0.000118173,0.00007985314,0.00001789643,0.00002895118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004766166,"threshold_uncertainty_score":0.5651156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006497268781402206,"score_gpt":0.204884264321613,"score_spread":0.1983869955402108,"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."}}