{"id":"W4213299970","doi":"10.1192/j.eurpsy.2021.233","title":"Higher illness burden is associated with reduced heart rate variability in bipolar disorder","year":2021,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Royal Ottawa Mental Health Centre; University of Toronto","funders":"","keywords":"Bipolar disorder; Medicine; Heart rate variability; Disease; Psychiatry; Internal medicine; Family history; Depression (economics); Major depressive disorder; Psychology; Clinical psychology; Heart rate; Mood; Blood pressure","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003427318,0.0002367743,0.0002455427,0.000342053,0.0002047988,0.0003916901,0.00008004761,0.0001860132,0.001881695],"category_scores_gemma":[0.001516524,0.0001514813,0.0002611918,0.0003550353,0.0001280603,0.0001409534,0.0002917718,0.0002582959,0.0001305835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001481865,"about_ca_system_score_gemma":0.00009475437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002145641,"about_ca_topic_score_gemma":0.003711207,"domain_scores_codex":[0.9998254,0.00005465101,0.00002432086,0.00003208844,0.00003885695,0.00002465895],"domain_scores_gemma":[0.9992293,0.0001519539,0.00045082,0.00004320545,0.00004722771,0.00007751051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003150796,0.00004227067,0.9932432,0.0000261161,0.0001036252,0.00007158538,0.0000993783,0.0001006266,0.001712364,0.00002070928,0.0001059486,0.004159148],"study_design_scores_gemma":[0.000001974186,0.00002473905,0.9997252,0.000004724517,0.000008943927,0.00005597626,0.00002563846,0.00009219177,0.00001798569,0.00001858424,0.00002305621,9.748271e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988392,0.0002919596,0.0002044538,0.00004022023,0.000008646897,0.00000658822,0.0001630432,0.000004299275,0.0004416797],"genre_scores_gemma":[0.9994648,0.0001023662,0.000159304,0.00001603008,0.00001074969,0.000004624233,0.000170286,0.000001255228,0.00007061534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002145641,"threshold_uncertainty_score":0.006294847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009921217298991609,"score_gpt":0.2405846210642276,"score_spread":0.230663403765236,"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."}}